Dataset info
| Number of variables | 147 |
|---|---|
| Number of observations | 7012 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 7.9 MiB |
| Average record size in memory | 1.1 KiB |
Variables types
| Numeric | 92 |
|---|---|
| Categorical | 20 |
| Boolean | 24 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 11 |
| Unsupported | 0 |
Warnings
AVG_CALL_DURATION is highly skewed (γ1 = 25.14332869) | Skewed |
CALL_1MONTH_TO_DEACT has 6822 (97.3%) zeros | Zeros |
CALL_2MONTHS_TO_DEACT has constant value "0" | Rejected |
CALL_3MONTHS_TO_DEACT has constant value "0" | Rejected |
CALLS_12MONTH is highly skewed (γ1 = 62.36234148) | Skewed |
CALLS_12MONTH has 6995 (99.8%) zeros | Zeros |
CALLS_1MONTH has 6690 (95.4%) zeros | Zeros |
CALLS_1MONTH_TO_DEACT has 3575 (51.0%) zeros | Zeros |
CALLS_2MONTH is highly skewed (γ1 = 60.84577688) | Skewed |
CALLS_2MONTH has 7000 (99.8%) zeros | Zeros |
CALLS_2MONTH_TO_DEACT has 2945 (42.0%) zeros | Zeros |
CALLS_3MONTH_TO_DEACT has 4082 (58.2%) zeros | Zeros |
CALLS_4MONTH is highly skewed (γ1 = 36.7807217) | Skewed |
CALLS_4MONTH has 7002 (99.9%) zeros | Zeros |
CALLS_5MONTH is highly skewed (γ1 = 34.75029702) | Skewed |
CALLS_5MONTH has 7004 (99.9%) zeros | Zeros |
CALLS_6MONTH is highly skewed (γ1 = 46.57213004) | Skewed |
CALLS_6MONTH has 7003 (99.9%) zeros | Zeros |
CALLS_7MONTH is highly skewed (γ1 = 52.87959861) | Skewed |
CALLS_7MONTH has 7004 (99.9%) zeros | Zeros |
CALLS_8MONTH is highly skewed (γ1 = 41.83546028) | Skewed |
CALLS_8MONTH has 7002 (99.9%) zeros | Zeros |
CALLS_9MONTH is highly skewed (γ1 = 48.92134464) | Skewed |
CALLS_9MONTH has 7003 (99.9%) zeros | Zeros |
CASH_PAYMENTS has 707 (10.1%) zeros | Zeros |
CC_PAYMENTS is highly skewed (γ1 = 37.25513039) | Skewed |
CC_PAYMENTS has 3801 (54.2%) zeros | Zeros |
CHECK_PAYMENTS has 5908 (84.3%) zeros | Zeros |
COUPON_ADJUSTMENTS is highly skewed (γ1 = 54.44044791) | Skewed |
COUPON_ADJUSTMENTS has 7002 (99.9%) zeros | Zeros |
DATA_1MONTH_TO_DEACT has 3296 (47.0%) zeros | Zeros |
DATA_2MONTH_TO_DEACT has 2441 (34.8%) zeros | Zeros |
DATA_3MONTH_TO_DEACT has 3973 (56.7%) zeros | Zeros |
DATA_USED_10MONTH has 5746 (81.9%) zeros | Zeros |
DATA_USED_11MONTH has 6073 (86.6%) zeros | Zeros |
DATA_USED_12MONTH has 6307 (89.9%) zeros | Zeros |
DATA_USED_1MONTH has 76 (1.1%) zeros | Zeros |
DATA_USED_2MONTH has 690 (9.8%) zeros | Zeros |
DATA_USED_3MONTH has 1836 (26.2%) zeros | Zeros |
DATA_USED_4MONTH has 2565 (36.6%) zeros | Zeros |
DATA_USED_5MONTH has 3428 (48.9%) zeros | Zeros |
DATA_USED_6MONTH has 3879 (55.3%) zeros | Zeros |
DATA_USED_7MONTH has 4352 (62.1%) zeros | Zeros |
DATA_USED_8MONTH has 4883 (69.6%) zeros | Zeros |
DATA_USED_9MONTH has 5375 (76.7%) zeros | Zeros |
DROP_CALLS_10MONTH has constant value "0" | Rejected |
DROP_CALLS_12MONTH is highly correlated with DROP_CALLS_11MONTH (ρ = 0.9021720876) | Rejected |
DROP_CALLS_1MONTH has 6918 (98.7%) zeros | Zeros |
DROP_CALLS_1MONTH_TO_DEACT is highly skewed (γ1 = 25.20824484) | Skewed |
DROP_CALLS_1MONTH_TO_DEACT has 6968 (99.4%) zeros | Zeros |
DROP_CALLS_2MONTH is highly skewed (γ1 = 69.03942082) | Skewed |
DROP_CALLS_2MONTH has 7008 (99.9%) zeros | Zeros |
DROP_CALLS_2MONTHS_TO_DEACT has constant value "0" | Rejected |
DROP_CALLS_3MONTHS_TO_DEACT has constant value "0" | Rejected |
DROP_CALLS_7MONTH is highly skewed (γ1 = 57.42580919) | Skewed |
DROP_CALLS_7MONTH has 7007 (99.9%) zeros | Zeros |
MESSAGES_SENT_10MONTH has 5932 (84.6%) zeros | Zeros |
MESSAGES_SENT_11MONTH has 6204 (88.5%) zeros | Zeros |
MESSAGES_SENT_12MONTH has 6415 (91.5%) zeros | Zeros |
MESSAGES_SENT_1MONTH has 219 (3.1%) zeros | Zeros |
MESSAGES_SENT_2MONTH has 783 (11.2%) zeros | Zeros |
MESSAGES_SENT_3MONTH has 1792 (25.6%) zeros | Zeros |
MESSAGES_SENT_4MONTH has 2462 (35.1%) zeros | Zeros |
MESSAGES_SENT_5MONTH has 3703 (52.8%) zeros | Zeros |
MESSAGES_SENT_6MONTH has 4122 (58.8%) zeros | Zeros |
MESSAGES_SENT_7MONTH has 4654 (66.4%) zeros | Zeros |
MESSAGES_SENT_8MONTH is highly correlated with MESSAGES_SENT_7MONTH (ρ = 1) | Rejected |
MESSAGES_SENT_9MONTH has 5147 (73.4%) zeros | Zeros |
NUM_DROPPED_CALLS is highly skewed (γ1 = 38.57224558) | Skewed |
NUM_DROPPED_CALLS has 5904 (84.2%) zeros | Zeros |
NUM_IVR_CALLS has 2024 (28.9%) zeros | Zeros |
SMS_1MONTH_TO_DEACT has 3788 (54.0%) zeros | Zeros |
SMS_2MONTH_TO_DEACT has 3182 (45.4%) zeros | Zeros |
SMS_3MONTH_TO_DEACT has 4179 (59.6%) zeros | Zeros |
tenure has 74 (1.1%) zeros | Zeros |
TOTAL_CALLS_MADE_10MONTH has 5758 (82.1%) zeros | Zeros |
TOTAL_CALLS_MADE_11MONTH has 6063 (86.5%) zeros | Zeros |
TOTAL_CALLS_MADE_12MONTH has 6312 (90.0%) zeros | Zeros |
TOTAL_CALLS_MADE_1MONTH has 78 (1.1%) zeros | Zeros |
TOTAL_CALLS_MADE_2MONTH has 711 (10.1%) zeros | Zeros |
TOTAL_CALLS_MADE_3MONTH has 1787 (25.5%) zeros | Zeros |
TOTAL_CALLS_MADE_4MONTH has 2487 (35.5%) zeros | Zeros |
TOTAL_CALLS_MADE_5MONTH has 3410 (48.6%) zeros | Zeros |
TOTAL_CALLS_MADE_6MONTH has 3802 (54.2%) zeros | Zeros |
TOTAL_CALLS_MADE_7MONTH has 4351 (62.1%) zeros | Zeros |
TOTAL_CALLS_MADE_8MONTH is highly correlated with TOTAL_CALLS_MADE_7MONTH (ρ = 1) | Rejected |
TOTAL_CALLS_MADE_9MONTH has 4911 (70.0%) zeros | Zeros |
total_drop_calls is highly skewed (γ1 = 43.89367723) | Skewed |
total_drop_calls has 6910 (98.5%) zeros | Zeros |
TOTAL_MINUTES_10MONTH has 5758 (82.1%) zeros | Zeros |
TOTAL_MINUTES_11MONTH has 6063 (86.5%) zeros | Zeros |
TOTAL_MINUTES_12MONTH has 6312 (90.0%) zeros | Zeros |
TOTAL_MINUTES_1MONTH has 78 (1.1%) zeros | Zeros |
TOTAL_MINUTES_2MONTH has 711 (10.1%) zeros | Zeros |
TOTAL_MINUTES_3MONTH has 1787 (25.5%) zeros | Zeros |
TOTAL_MINUTES_4MONTH has 2489 (35.5%) zeros | Zeros |
TOTAL_MINUTES_5MONTH has 3410 (48.6%) zeros | Zeros |
TOTAL_MINUTES_6MONTH has 3803 (54.2%) zeros | Zeros |
TOTAL_MINUTES_7MONTH has 4351 (62.1%) zeros | Zeros |
TOTAL_MINUTES_8MONTH is highly correlated with TOTAL_MINUTES_7MONTH (ρ = 1) | Rejected |
TOTAL_MINUTES_9MONTH has 4911 (70.0%) zeros | Zeros |
TRANSFER_COUNT is highly correlated with RETURNS_COUNT (ρ = 1) | Rejected |
WINBACK_ADD_COUNT is highly correlated with TRANSFER_COUNT (ρ = 1) | Rejected |
ABP
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 528 |
| Value | Count | Frequency (%) | |
| N | 6484 | 92.5% | |
| Y | 528 | 7.5% |
ACTIVE_PHONE_FLAG
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| I | |
|---|---|
| A |
| Value | Count | Frequency (%) | |
| I | 4861 | 69.3% | |
| A | 2151 | 30.7% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
autobillpay
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 528 |
| Value | Count | Frequency (%) | |
| 0 | 6484 | 92.5% | |
| 1 | 528 | 7.5% |
AVG_CALL_DURATION
Numeric
| Distinct count | 1013 |
|---|---|
| Unique (%) | 14.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 97.3978893 |
|---|---|
| Minimum | 0 |
| Maximum | 6909 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 53.60328587 |
| Q1 | 84 |
| Median | 84 |
| Q3 | 84 |
| 95-th percentile | 135.4905154 |
| Maximum | 6909 |
| Range | 6909 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 132.7233989 |
|---|---|
| Coef of variation | 1.362692763 |
| Kurtosis | 1060.678855 |
| Mean | 97.3978893 |
| MAD | 30.86466115 |
| Skewness | 25.14332869 |
| Sum | 682953.9998 |
| Variance | 17615.50061 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 84 | 5904 | 84.2% | |
| 19 | 7 | 0.1% | |
| 20 | 6 | 0.1% | |
| 24 | 5 | 0.1% | |
| 25 | 5 | 0.1% | |
| 15 | 5 | 0.1% | |
| 33 | 5 | 0.1% | |
| 45 | 5 | 0.1% | |
| 6 | 4 | 0.1% | |
| 27 | 4 | 0.1% | |
| Other values (1003) | 1062 | 15.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 2.15625 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6909 | 1 | < 0.1% | |
| 2504.572519 | 1 | < 0.1% | |
| 2465.5 | 1 | < 0.1% | |
| 2335.336449 | 1 | < 0.1% | |
| 1761.125 | 1 | < 0.1% |
AVG_IVR_DURATION
Numeric
| Distinct count | 3152 |
|---|---|
| Unique (%) | 45.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 78.65547287 |
|---|---|
| Minimum | 1 |
| Maximum | 1261 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 12.51309524 |
| Q1 | 42.4409091 |
| Median | 67.85714 |
| Q3 | 94.175 |
| 95-th percentile | 190.5583333 |
| Maximum | 1261 |
| Range | 1260 |
| Interquartile range | 51.73409091 |
Descriptive statistics
| Standard deviation | 63.64381716 |
|---|---|
| Coef of variation | 0.8091467109 |
| Kurtosis | 40.11578641 |
| Mean | 78.65547287 |
| MAD | 40.43064376 |
| Skewness | 4.011727514 |
| Sum | 551532.1757 |
| Variance | 4050.535463 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 67.85714 | 2025 | 28.9% | |
| 13 | 39 | 0.6% | |
| 11 | 37 | 0.5% | |
| 14 | 36 | 0.5% | |
| 15 | 33 | 0.5% | |
| 10 | 32 | 0.5% | |
| 12 | 31 | 0.4% | |
| 9 | 27 | 0.4% | |
| 5 | 24 | 0.3% | |
| 8 | 24 | 0.3% | |
| Other values (3142) | 4704 | 67.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 9 | 0.1% | |
| 4 | 8 | 0.1% | |
| 4.5 | 5 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1261 | 1 | < 0.1% | |
| 1084.333333 | 1 | < 0.1% | |
| 896.5 | 1 | < 0.1% | |
| 702.7142857 | 1 | < 0.1% | |
| 701 | 1 | < 0.1% |
bluecollar_occ
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 460 |
| Value | Count | Frequency (%) | |
| 0 | 6552 | 93.4% | |
| 1 | 460 | 6.6% |
bundle
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 137 |
| Value | Count | Frequency (%) | |
| 0 | 6875 | 98.0% | |
| 1 | 137 | 2.0% |
BUNDLE_STATUS
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| N | |
| Y | 137 |
| Value | Count | Frequency (%) | |
| 0 | 4907 | 70.0% | |
| N | 1968 | 28.1% | |
| Y | 137 | 2.0% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
CALL_1MONTH_TO_DEACT
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.06374786081 |
|---|---|
| Minimum | 0 |
| Maximum | 12 |
| Zeros (%) | 97.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.5076092939 |
|---|---|
| Coef of variation | 7.962765926 |
| Kurtosis | 222.4757549 |
| Mean | 0.06374786081 |
| MAD | 0.1240410458 |
| Skewness | 12.96304251 |
| Sum | 447 |
| Variance | 0.2576671953 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 6822 | 97.3% | |
| 1 | 82 | 1.2% | |
| 2 | 51 | 0.7% | |
| 3 | 26 | 0.4% | |
| 4 | 14 | 0.2% | |
| 5 | 5 | 0.1% | |
| 6 | 4 | 0.1% | |
| 8 | 3 | < 0.1% | |
| 11 | 2 | < 0.1% | |
| 12 | 2 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6822 | 97.3% | |
| 1 | 82 | 1.2% | |
| 2 | 51 | 0.7% | |
| 3 | 26 | 0.4% | |
| 4 | 14 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12 | 2 | < 0.1% | |
| 11 | 2 | < 0.1% | |
| 10 | 1 | < 0.1% | |
| 8 | 3 | < 0.1% | |
| 6 | 4 | 0.1% |
CALL_2MONTHS_TO_DEACT
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
CALL_3MONTHS_TO_DEACT
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
CALLS_10MONTH
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 3 |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 7007 | 99.9% | |
| 1 | 3 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
CALLS_11MONTH
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 5 |
| 7 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 7006 | 99.9% | |
| 1 | 5 | 0.1% | |
| 7 | 1 | < 0.1% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
CALLS_12MONTH
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.04806046777 |
|---|---|
| Minimum | 0 |
| Maximum | 152 |
| Zeros (%) | 99.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 152 |
| Range | 152 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.096951337 |
|---|---|
| Coef of variation | 43.63152159 |
| Kurtosis | 4224.931747 |
| Mean | 0.04806046777 |
| MAD | 0.09588789847 |
| Skewness | 62.36234148 |
| Sum | 337 |
| Variance | 4.39720491 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 6995 | 99.8% | |
| 4 | 4 | 0.1% | |
| 1 | 3 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 79 | 1 | < 0.1% | |
| 7 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 26 | 1 | < 0.1% | |
| 21 | 1 | < 0.1% | |
| 152 | 1 | < 0.1% | |
| Other values (2) | 2 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6995 | 99.8% | |
| 1 | 3 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 4 | 0.1% | |
| 5 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 152 | 1 | < 0.1% | |
| 79 | 1 | < 0.1% | |
| 26 | 1 | < 0.1% | |
| 21 | 1 | < 0.1% | |
| 12 | 1 | < 0.1% |
CALLS_1MONTH
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.105675984 |
|---|---|
| Minimum | 0 |
| Maximum | 20 |
| Zeros (%) | 95.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.6946105562 |
|---|---|
| Coef of variation | 6.57302189 |
| Kurtosis | 208.6705913 |
| Mean | 0.105675984 |
| MAD | 0.2016464156 |
| Skewness | 12.04959513 |
| Sum | 741 |
| Variance | 0.4824838248 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 6690 | 95.4% | |
| 1 | 176 | 2.5% | |
| 2 | 58 | 0.8% | |
| 3 | 31 | 0.4% | |
| 4 | 22 | 0.3% | |
| 5 | 10 | 0.1% | |
| 6 | 8 | 0.1% | |
| 11 | 4 | 0.1% | |
| 7 | 4 | 0.1% | |
| 9 | 3 | < 0.1% | |
| Other values (4) | 6 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6690 | 95.4% | |
| 1 | 176 | 2.5% | |
| 2 | 58 | 0.8% | |
| 3 | 31 | 0.4% | |
| 4 | 22 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20 | 1 | < 0.1% | |
| 15 | 1 | < 0.1% | |
| 12 | 1 | < 0.1% | |
| 11 | 4 | 0.1% | |
| 9 | 3 | < 0.1% |
CALLS_1MONTH_TO_DEACT
Numeric
| Distinct count | 672 |
|---|---|
| Unique (%) | 9.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 79.68653736 |
|---|---|
| Minimum | 0 |
| Maximum | 3560 |
| Zeros (%) | 51.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 51 |
| 95-th percentile | 442 |
| Maximum | 3560 |
| Range | 3560 |
| Interquartile range | 51 |
Descriptive statistics
| Standard deviation | 211.3916373 |
|---|---|
| Coef of variation | 2.652789848 |
| Kurtosis | 47.10131507 |
| Mean | 79.68653736 |
| MAD | 112.3128619 |
| Skewness | 5.552538684 |
| Sum | 558762 |
| Variance | 44686.42433 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 3575 | 51.0% | |
| 1 | 125 | 1.8% | |
| 2 | 81 | 1.2% | |
| 4 | 80 | 1.1% | |
| 3 | 78 | 1.1% | |
| 5 | 64 | 0.9% | |
| 7 | 60 | 0.9% | |
| 6 | 59 | 0.8% | |
| 11 | 56 | 0.8% | |
| 9 | 52 | 0.7% | |
| Other values (662) | 2782 | 39.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3575 | 51.0% | |
| 1 | 125 | 1.8% | |
| 2 | 81 | 1.2% | |
| 3 | 78 | 1.1% | |
| 4 | 80 | 1.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3560 | 1 | < 0.1% | |
| 2851 | 1 | < 0.1% | |
| 2828 | 1 | < 0.1% | |
| 2813 | 1 | < 0.1% | |
| 2692 | 1 | < 0.1% |
CALLS_2MONTH
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.004706217912 |
|---|---|
| Minimum | 0 |
| Maximum | 13 |
| Zeros (%) | 99.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.1766761911 |
|---|---|
| Coef of variation | 37.5410137 |
| Kurtosis | 4258.025469 |
| Mean | 0.004706217912 |
| MAD | 0.009396327834 |
| Skewness | 60.84577688 |
| Sum | 33 |
| Variance | 0.03121447651 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 7000 | 99.8% | |
| 1 | 6 | 0.1% | |
| 2 | 3 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 13 | 1 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 7000 | 99.8% | |
| 1 | 6 | 0.1% | |
| 2 | 3 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 13 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 13 | 1 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 2 | 3 | < 0.1% | |
| 1 | 6 | 0.1% | |
| 0 | 7000 | 99.8% |
CALLS_2MONTH_TO_DEACT
Numeric
| Distinct count | 1108 |
|---|---|
| Unique (%) | 15.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 217.5597547 |
|---|---|
| Minimum | 0 |
| Maximum | 6399 |
| Zeros (%) | 42.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 51 |
| Q3 | 312 |
| 95-th percentile | 887.45 |
| Maximum | 6399 |
| Range | 6399 |
| Interquartile range | 312 |
Descriptive statistics
| Standard deviation | 356.6125865 |
|---|---|
| Coef of variation | 1.639147769 |
| Kurtosis | 23.84133616 |
| Mean | 217.5597547 |
| MAD | 244.6699023 |
| Skewness | 3.388370091 |
| Sum | 1525529 |
| Variance | 127172.5369 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2945 | 42.0% | |
| 1 | 51 | 0.7% | |
| 2 | 36 | 0.5% | |
| 3 | 29 | 0.4% | |
| 5 | 21 | 0.3% | |
| 4 | 19 | 0.3% | |
| 65 | 17 | 0.2% | |
| 12 | 14 | 0.2% | |
| 177 | 14 | 0.2% | |
| 6 | 14 | 0.2% | |
| Other values (1098) | 3852 | 54.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2945 | 42.0% | |
| 1 | 51 | 0.7% | |
| 2 | 36 | 0.5% | |
| 3 | 29 | 0.4% | |
| 4 | 19 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6399 | 1 | < 0.1% | |
| 3645 | 1 | < 0.1% | |
| 3634 | 1 | < 0.1% | |
| 3311 | 1 | < 0.1% | |
| 3293 | 1 | < 0.1% |
CALLS_3MONTH
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 7 |
| 2 | 3 |
| Value | Count | Frequency (%) | |
| 0 | 7001 | 99.8% | |
| 1 | 7 | 0.1% | |
| 2 | 3 | < 0.1% | |
| 4 | 1 | < 0.1% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
CALLS_3MONTH_TO_DEACT
Numeric
| Distinct count | 1040 |
|---|---|
| Unique (%) | 14.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 174.1835425 |
|---|---|
| Minimum | 0 |
| Maximum | 3384 |
| Zeros (%) | 58.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 230 |
| 95-th percentile | 855.45 |
| Maximum | 3384 |
| Range | 3384 |
| Interquartile range | 230 |
Descriptive statistics
| Standard deviation | 336.5784038 |
|---|---|
| Coef of variation | 1.93232035 |
| Kurtosis | 12.21231776 |
| Mean | 174.1835425 |
| MAD | 228.1691667 |
| Skewness | 3.014525503 |
| Sum | 1221375 |
| Variance | 113285.0219 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 4082 | 58.2% | |
| 3 | 27 | 0.4% | |
| 1 | 22 | 0.3% | |
| 2 | 16 | 0.2% | |
| 4 | 16 | 0.2% | |
| 13 | 14 | 0.2% | |
| 142 | 11 | 0.2% | |
| 17 | 11 | 0.2% | |
| 5 | 11 | 0.2% | |
| 194 | 11 | 0.2% | |
| Other values (1030) | 2791 | 39.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 4082 | 58.2% | |
| 1 | 22 | 0.3% | |
| 2 | 16 | 0.2% | |
| 3 | 27 | 0.4% | |
| 4 | 16 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3384 | 1 | < 0.1% | |
| 3048 | 1 | < 0.1% | |
| 2940 | 1 | < 0.1% | |
| 2771 | 1 | < 0.1% | |
| 2663 | 1 | < 0.1% |
CALLS_4MONTH
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.003280091272 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.1005792366 |
|---|---|
| Coef of variation | 30.66354814 |
| Kurtosis | 1497.341695 |
| Mean | 0.003280091272 |
| MAD | 0.006550826893 |
| Skewness | 36.7807217 |
| Sum | 23 |
| Variance | 0.01011618284 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 7002 | 99.9% | |
| 1 | 4 | 0.1% | |
| 3 | 2 | < 0.1% | |
| 2 | 2 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 7002 | 99.9% | |
| 1 | 4 | 0.1% | |
| 2 | 2 | < 0.1% | |
| 3 | 2 | < 0.1% | |
| 4 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 3 | 2 | < 0.1% | |
| 2 | 2 | < 0.1% | |
| 1 | 4 | 0.1% |
CALLS_5MONTH
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.00427837992 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.1371468175 |
|---|---|
| Coef of variation | 32.05578281 |
| Kurtosis | 1266.11549 |
| Mean | 0.00427837992 |
| MAD | 0.008546997422 |
| Skewness | 34.75029702 |
| Sum | 30 |
| Variance | 0.01880924955 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 7004 | 99.9% | |
| 5 | 2 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 7004 | 99.9% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6 | 1 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% |
CALLS_6MONTH
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.005276668568 |
|---|---|
| Minimum | 0 |
| Maximum | 11 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.1994160507 |
|---|---|
| Coef of variation | 37.79203642 |
| Kurtosis | 2331.090449 |
| Mean | 0.005276668568 |
| MAD | 0.01053979178 |
| Skewness | 46.57213004 |
| Sum | 37 |
| Variance | 0.03976676127 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 7003 | 99.9% | |
| 1 | 4 | 0.1% | |
| 5 | 2 | < 0.1% | |
| 11 | 1 | < 0.1% | |
| 10 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 7003 | 99.9% | |
| 1 | 4 | 0.1% | |
| 2 | 1 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 10 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11 | 1 | < 0.1% | |
| 10 | 1 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 1 | 4 | 0.1% |
CALLS_7MONTH
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.006702795208 |
|---|---|
| Minimum | 0 |
| Maximum | 18 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.2688308014 |
|---|---|
| Coef of variation | 40.10726765 |
| Kurtosis | 3166.715846 |
| Mean | 0.006702795208 |
| MAD | 0.01339029596 |
| Skewness | 52.87959861 |
| Sum | 47 |
| Variance | 0.0722699998 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 7004 | 99.9% | |
| 1 | 2 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 18 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 9 | 1 | < 0.1% | |
| 8 | 1 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 7004 | 99.9% | |
| 1 | 2 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 8 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18 | 1 | < 0.1% | |
| 9 | 1 | < 0.1% | |
| 8 | 1 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 2 | 1 | < 0.1% |
CALLS_8MONTH
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.005561893896 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.1950694065 |
|---|---|
| Coef of variation | 35.07247892 |
| Kurtosis | 1855.87594 |
| Mean | 0.005561893896 |
| MAD | 0.01110792386 |
| Skewness | 41.83546028 |
| Sum | 39 |
| Variance | 0.03805207333 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 7002 | 99.9% | |
| 1 | 5 | 0.1% | |
| 8 | 2 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 10 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 7002 | 99.9% | |
| 1 | 5 | 0.1% | |
| 3 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 8 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 1 | < 0.1% | |
| 8 | 2 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 1 | 5 | 0.1% |
CALLS_9MONTH
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.00570450656 |
|---|---|
| Minimum | 0 |
| Maximum | 12 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.2201423988 |
|---|---|
| Coef of variation | 38.59096251 |
| Kurtosis | 2568.359939 |
| Mean | 0.00570450656 |
| MAD | 0.01139436949 |
| Skewness | 48.92134464 |
| Sum | 40 |
| Variance | 0.04846267576 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 7003 | 99.9% | |
| 1 | 3 | < 0.1% | |
| 2 | 2 | < 0.1% | |
| 12 | 2 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 7003 | 99.9% | |
| 1 | 3 | < 0.1% | |
| 2 | 2 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12 | 2 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 2 | 2 | < 0.1% | |
| 1 | 3 | < 0.1% |
CASH_PAYMENTS
Numeric
| Distinct count | 153 |
|---|---|
| Unique (%) | 2.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.80975471 |
|---|---|
| Minimum | 0 |
| Maximum | 928 |
| Zeros (%) | 10.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 4 |
| Q3 | 12 |
| 95-th percentile | 51 |
| Maximum | 928 |
| Range | 928 |
| Interquartile range | 11 |
Descriptive statistics
| Standard deviation | 31.38128554 |
|---|---|
| Coef of variation | 2.449795977 |
| Kurtosis | 228.5786671 |
| Mean | 12.80975471 |
| MAD | 13.77988463 |
| Skewness | 11.60368832 |
| Sum | 89822 |
| Variance | 984.7850824 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 1 | 1195 | 17.0% | |
| 2 | 775 | 11.1% | |
| 0 | 707 | 10.1% | |
| 3 | 481 | 6.9% | |
| 4 | 445 | 6.3% | |
| 6 | 356 | 5.1% | |
| 8 | 234 | 3.3% | |
| 5 | 224 | 3.2% | |
| 10 | 221 | 3.2% | |
| 7 | 200 | 2.9% | |
| Other values (143) | 2174 | 31.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 707 | 10.1% | |
| 1 | 1195 | 17.0% | |
| 2 | 775 | 11.1% | |
| 3 | 481 | 6.9% | |
| 4 | 445 | 6.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 928 | 1 | < 0.1% | |
| 732 | 1 | < 0.1% | |
| 651 | 1 | < 0.1% | |
| 640 | 1 | < 0.1% | |
| 574 | 1 | < 0.1% |
CC_PAYMENTS
Numeric
| Distinct count | 98 |
|---|---|
| Unique (%) | 1.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.400741586 |
|---|---|
| Minimum | 0 |
| Maximum | 1590 |
| Zeros (%) | 54.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 4 |
| 95-th percentile | 24 |
| Maximum | 1590 |
| Range | 1590 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 33.23931953 |
|---|---|
| Coef of variation | 6.154584329 |
| Kurtosis | 1662.122736 |
| Mean | 5.400741586 |
| MAD | 7.330092183 |
| Skewness | 37.25513039 |
| Sum | 37870 |
| Variance | 1104.852363 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 3801 | 54.2% | |
| 2 | 543 | 7.7% | |
| 1 | 513 | 7.3% | |
| 4 | 276 | 3.9% | |
| 3 | 260 | 3.7% | |
| 6 | 204 | 2.9% | |
| 8 | 177 | 2.5% | |
| 5 | 140 | 2.0% | |
| 10 | 103 | 1.5% | |
| 12 | 99 | 1.4% | |
| Other values (88) | 896 | 12.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3801 | 54.2% | |
| 1 | 513 | 7.3% | |
| 2 | 543 | 7.7% | |
| 3 | 260 | 3.7% | |
| 4 | 276 | 3.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1590 | 2 | < 0.1% | |
| 1123 | 1 | < 0.1% | |
| 448 | 1 | < 0.1% | |
| 301 | 1 | < 0.1% | |
| 287 | 1 | < 0.1% |
CHECK_PAYMENTS
Numeric
| Distinct count | 61 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.362236167 |
|---|---|
| Minimum | 0 |
| Maximum | 168 |
| Zeros (%) | 84.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 8 |
| Maximum | 168 |
| Range | 168 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 6.363248495 |
|---|---|
| Coef of variation | 4.671178648 |
| Kurtosis | 217.8877207 |
| Mean | 1.362236167 |
| MAD | 2.316389897 |
| Skewness | 11.97552916 |
| Sum | 9552 |
| Variance | 40.49093141 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 5908 | 84.3% | |
| 1 | 202 | 2.9% | |
| 2 | 177 | 2.5% | |
| 4 | 106 | 1.5% | |
| 3 | 96 | 1.4% | |
| 6 | 89 | 1.3% | |
| 12 | 53 | 0.8% | |
| 5 | 51 | 0.7% | |
| 8 | 33 | 0.5% | |
| 9 | 32 | 0.5% | |
| Other values (51) | 265 | 3.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 5908 | 84.3% | |
| 1 | 202 | 2.9% | |
| 2 | 177 | 2.5% | |
| 3 | 96 | 1.4% | |
| 4 | 106 | 1.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 168 | 1 | < 0.1% | |
| 150 | 1 | < 0.1% | |
| 140 | 2 | < 0.1% | |
| 110 | 1 | < 0.1% | |
| 92 | 1 | < 0.1% |
churned
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 4823 | 68.8% | |
| 0 | 2189 | 31.2% |
COUPON_ADJUSTMENTS
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.006845407872 |
|---|---|
| Minimum | 0 |
| Maximum | 18 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.262654732 |
|---|---|
| Coef of variation | 38.36947877 |
| Kurtosis | 3392.164117 |
| Mean | 0.006845407872 |
| MAD | 0.01367129091 |
| Skewness | 54.44044791 |
| Sum | 48 |
| Variance | 0.06898750826 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 7002 | 99.9% | |
| 1 | 3 | < 0.1% | |
| 2 | 2 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 18 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 9 | 1 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 7002 | 99.9% | |
| 1 | 3 | < 0.1% | |
| 2 | 2 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 6 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18 | 1 | < 0.1% | |
| 9 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 2 | 2 | < 0.1% |
CPE_COUNT
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 14 |
| Value | Count | Frequency (%) | |
| 1 | 6998 | 99.8% | |
| 0 | 14 | 0.2% |
DATA_1MONTH_TO_DEACT
Numeric
| Distinct count | 3715 |
|---|---|
| Unique (%) | 53.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 230861588.4 |
|---|---|
| Minimum | 0 |
| Maximum | 1.652559495e+10 |
| Zeros (%) | 47.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 126790 |
| Q3 | 85733252.75 |
| 95-th percentile | 1395936906 |
| Maximum | 1.652559495e+10 |
| Range | 1.652559495e+10 |
| Interquartile range | 85733252.75 |
Descriptive statistics
| Standard deviation | 694263183.5 |
|---|---|
| Coef of variation | 3.007270236 |
| Kurtosis | 81.38306635 |
| Mean | 230861588.4 |
| MAD | 348383304.7 |
| Skewness | 6.745195814 |
| Sum | 1.618801458e+12 |
| Variance | 4.82001368e+17 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 3296 | 47.0% | |
| 7875 | 2 | < 0.1% | |
| 3600 | 2 | < 0.1% | |
| 1211454 | 1 | < 0.1% | |
| 32684778 | 1 | < 0.1% | |
| 17308390 | 1 | < 0.1% | |
| 97338085 | 1 | < 0.1% | |
| 7072484 | 1 | < 0.1% | |
| 79829730 | 1 | < 0.1% | |
| 692959 | 1 | < 0.1% | |
| Other values (3705) | 3705 | 52.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3296 | 47.0% | |
| 42 | 1 | < 0.1% | |
| 142 | 1 | < 0.1% | |
| 154 | 1 | < 0.1% | |
| 201 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.652559495e+10 | 1 | < 0.1% | |
| 1.00234392e+10 | 1 | < 0.1% | |
| 9075423863 | 1 | < 0.1% | |
| 8944874656 | 1 | < 0.1% | |
| 8821824610 | 1 | < 0.1% |
DATA_2MONTH_TO_DEACT
Numeric
| Distinct count | 4233 |
|---|---|
| Unique (%) | 60.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 632617232.1 |
|---|---|
| Minimum | 0 |
| Maximum | 3.161381845e+10 |
| Zeros (%) | 34.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 11244093 |
| Q3 | 726853603.5 |
| 95-th percentile | 2983703249 |
| Maximum | 3.161381845e+10 |
| Range | 3.161381845e+10 |
| Interquartile range | 726853603.5 |
Descriptive statistics
| Standard deviation | 1428823185 |
|---|---|
| Coef of variation | 2.258590365 |
| Kurtosis | 68.53744464 |
| Mean | 632617232.1 |
| MAD | 839554576.2 |
| Skewness | 5.927406471 |
| Sum | 4.435912031e+12 |
| Variance | 2.041535694e+18 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2441 | 34.8% | |
| 39919 | 337 | 4.8% | |
| 7692 | 3 | < 0.1% | |
| 256 | 2 | < 0.1% | |
| 19286724 | 1 | < 0.1% | |
| 15682236 | 1 | < 0.1% | |
| 1234633405 | 1 | < 0.1% | |
| 1711829695 | 1 | < 0.1% | |
| 5933760 | 1 | < 0.1% | |
| 111284978 | 1 | < 0.1% | |
| Other values (4223) | 4223 | 60.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2441 | 34.8% | |
| 183 | 1 | < 0.1% | |
| 215 | 1 | < 0.1% | |
| 256 | 2 | < 0.1% | |
| 341 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.161381845e+10 | 1 | < 0.1% | |
| 2.577598542e+10 | 1 | < 0.1% | |
| 1.723514514e+10 | 1 | < 0.1% | |
| 1.687064322e+10 | 1 | < 0.1% | |
| 1.555051811e+10 | 1 | < 0.1% |
DATA_3MONTH_TO_DEACT
Numeric
| Distinct count | 3034 |
|---|---|
| Unique (%) | 43.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 459429741.3 |
|---|---|
| Minimum | 0 |
| Maximum | 3.644324387e+10 |
| Zeros (%) | 56.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 242531091 |
| 95-th percentile | 2486610686 |
| Maximum | 3.644324387e+10 |
| Range | 3.644324387e+10 |
| Interquartile range | 242531091 |
Descriptive statistics
| Standard deviation | 1268550164 |
|---|---|
| Coef of variation | 2.761140714 |
| Kurtosis | 143.7556716 |
| Mean | 459429741.3 |
| MAD | 679715944.4 |
| Skewness | 8.367762843 |
| Sum | 3.221521346e+12 |
| Variance | 1.609219519e+18 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 3973 | 56.7% | |
| 256 | 4 | 0.1% | |
| 7692 | 3 | < 0.1% | |
| 9300 | 2 | < 0.1% | |
| 208302731 | 1 | < 0.1% | |
| 1907249628 | 1 | < 0.1% | |
| 739700673 | 1 | < 0.1% | |
| 6036974256 | 1 | < 0.1% | |
| 626954927 | 1 | < 0.1% | |
| 1529010862 | 1 | < 0.1% | |
| Other values (3024) | 3024 | 43.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3973 | 56.7% | |
| 152 | 1 | < 0.1% | |
| 256 | 4 | 0.1% | |
| 904 | 1 | < 0.1% | |
| 980 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.644324387e+10 | 1 | < 0.1% | |
| 2.189704207e+10 | 1 | < 0.1% | |
| 2.15035259e+10 | 1 | < 0.1% | |
| 1.92052443e+10 | 1 | < 0.1% | |
| 1.893905493e+10 | 1 | < 0.1% |
DATA_USED_10MONTH
Numeric
| Distinct count | 1267 |
|---|---|
| Unique (%) | 18.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 146509039.4 |
|---|---|
| Minimum | 0 |
| Maximum | 1.332229959e+10 |
| Zeros (%) | 81.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 997917928.3 |
| Maximum | 1.332229959e+10 |
| Range | 1.332229959e+10 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 622511416.1 |
|---|---|
| Coef of variation | 4.248962512 |
| Kurtosis | 72.22389814 |
| Mean | 146509039.4 |
| MAD | 259599433.3 |
| Skewness | 7.02934763 |
| Sum | 1.027321384e+12 |
| Variance | 3.875204632e+17 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 5746 | 81.9% | |
| 130785953 | 1 | < 0.1% | |
| 345608827 | 1 | < 0.1% | |
| 50121340 | 1 | < 0.1% | |
| 13169279 | 1 | < 0.1% | |
| 3671566992 | 1 | < 0.1% | |
| 4617165462 | 1 | < 0.1% | |
| 18347530 | 1 | < 0.1% | |
| 246985375 | 1 | < 0.1% | |
| 1376348836 | 1 | < 0.1% | |
| Other values (1257) | 1257 | 17.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 5746 | 81.9% | |
| 927 | 1 | < 0.1% | |
| 2189 | 1 | < 0.1% | |
| 2632 | 1 | < 0.1% | |
| 3360 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.332229959e+10 | 1 | < 0.1% | |
| 8381712729 | 1 | < 0.1% | |
| 8114370910 | 1 | < 0.1% | |
| 7788978721 | 1 | < 0.1% | |
| 7490143955 | 1 | < 0.1% |
DATA_USED_11MONTH
Numeric
| Distinct count | 940 |
|---|---|
| Unique (%) | 13.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 113925068.5 |
|---|---|
| Minimum | 0 |
| Maximum | 1.042842283e+10 |
| Zeros (%) | 86.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 623760860.6 |
| Maximum | 1.042842283e+10 |
| Range | 1.042842283e+10 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 564522355.2 |
|---|---|
| Coef of variation | 4.955207511 |
| Kurtosis | 84.3041731 |
| Mean | 113925068.5 |
| MAD | 208085017.8 |
| Skewness | 7.926593956 |
| Sum | 7.988425804e+11 |
| Variance | 3.186854895e+17 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 6073 | 86.6% | |
| 15379000 | 1 | < 0.1% | |
| 68220 | 1 | < 0.1% | |
| 4645507699 | 1 | < 0.1% | |
| 462592626 | 1 | < 0.1% | |
| 3383917 | 1 | < 0.1% | |
| 12644507 | 1 | < 0.1% | |
| 14039642 | 1 | < 0.1% | |
| 32277073 | 1 | < 0.1% | |
| 66095696 | 1 | < 0.1% | |
| Other values (930) | 930 | 13.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6073 | 86.6% | |
| 183 | 1 | < 0.1% | |
| 184 | 1 | < 0.1% | |
| 1680 | 1 | < 0.1% | |
| 1905 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.042842283e+10 | 1 | < 0.1% | |
| 9758127343 | 1 | < 0.1% | |
| 8398281909 | 1 | < 0.1% | |
| 7801170731 | 1 | < 0.1% | |
| 7749058970 | 1 | < 0.1% |
DATA_USED_12MONTH
Numeric
| Distinct count | 706 |
|---|---|
| Unique (%) | 10.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 169240056.9 |
|---|---|
| Minimum | 0 |
| Maximum | 1.823747447e+10 |
| Zeros (%) | 89.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 530013449.1 |
| Maximum | 1.823747447e+10 |
| Range | 1.823747447e+10 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 994945766.1 |
|---|---|
| Coef of variation | 5.878902339 |
| Kurtosis | 103.3878362 |
| Mean | 169240056.9 |
| MAD | 315797433.1 |
| Skewness | 9.089785572 |
| Sum | 1.186711279e+12 |
| Variance | 9.899170775e+17 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 6307 | 89.9% | |
| 3261337683 | 1 | < 0.1% | |
| 62761517 | 1 | < 0.1% | |
| 150410059 | 1 | < 0.1% | |
| 5135178 | 1 | < 0.1% | |
| 18121541 | 1 | < 0.1% | |
| 47168306 | 1 | < 0.1% | |
| 746289 | 1 | < 0.1% | |
| 23284528 | 1 | < 0.1% | |
| 1185389358 | 1 | < 0.1% | |
| Other values (696) | 696 | 9.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6307 | 89.9% | |
| 600 | 1 | < 0.1% | |
| 6218 | 1 | < 0.1% | |
| 16720 | 1 | < 0.1% | |
| 18342 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.823747447e+10 | 1 | < 0.1% | |
| 1.664469337e+10 | 1 | < 0.1% | |
| 1.662367707e+10 | 1 | < 0.1% | |
| 1.514877685e+10 | 1 | < 0.1% | |
| 1.502985804e+10 | 1 | < 0.1% |
DATA_USED_1MONTH
Numeric
| Distinct count | 6594 |
|---|---|
| Unique (%) | 94.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1104434915 |
|---|---|
| Minimum | 0 |
| Maximum | 3.423467967e+10 |
| Zeros (%) | 1.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 245830.6 |
| Q1 | 20859714 |
| Median | 518200000 |
| Q3 | 1537775944 |
| 95-th percentile | 3935986891 |
| Maximum | 3.423467967e+10 |
| Range | 3.423467967e+10 |
| Interquartile range | 1516916230 |
Descriptive statistics
| Standard deviation | 1781394950 |
|---|---|
| Coef of variation | 1.612946971 |
| Kurtosis | 57.39866155 |
| Mean | 1104434915 |
| MAD | 1114562341 |
| Skewness | 5.262484725 |
| Sum | 7.744297623e+12 |
| Variance | 3.173367968e+18 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 518200000 | 337 | 4.8% | |
| 0 | 76 | 1.1% | |
| 7692 | 3 | < 0.1% | |
| 9300 | 3 | < 0.1% | |
| 183 | 2 | < 0.1% | |
| 39375 | 2 | < 0.1% | |
| 7875 | 2 | < 0.1% | |
| 1793613161 | 1 | < 0.1% | |
| 755972384 | 1 | < 0.1% | |
| 7992700 | 1 | < 0.1% | |
| Other values (6584) | 6584 | 93.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 76 | 1.1% | |
| 183 | 2 | < 0.1% | |
| 215 | 1 | < 0.1% | |
| 776 | 1 | < 0.1% | |
| 909 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.423467967e+10 | 1 | < 0.1% | |
| 3.161381845e+10 | 1 | < 0.1% | |
| 3.0081438e+10 | 1 | < 0.1% | |
| 2.476837568e+10 | 1 | < 0.1% | |
| 2.070778403e+10 | 1 | < 0.1% |
DATA_USED_2MONTH
Numeric
| Distinct count | 5980 |
|---|---|
| Unique (%) | 85.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 702760725.7 |
|---|---|
| Minimum | 0 |
| Maximum | 2.344357527e+10 |
| Zeros (%) | 9.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 9616274.25 |
| Median | 122870000 |
| Q3 | 1017438838 |
| 95-th percentile | 2881677381 |
| Maximum | 2.344357527e+10 |
| Range | 2.344357527e+10 |
| Interquartile range | 1007822564 |
Descriptive statistics
| Standard deviation | 1258874183 |
|---|---|
| Coef of variation | 1.791326887 |
| Kurtosis | 42.84160377 |
| Mean | 702760725.7 |
| MAD | 810525566.2 |
| Skewness | 4.676827087 |
| Sum | 4.927758209e+12 |
| Variance | 1.584764208e+18 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 690 | 9.8% | |
| 122870000 | 337 | 4.8% | |
| 9300 | 3 | < 0.1% | |
| 7692 | 3 | < 0.1% | |
| 256 | 2 | < 0.1% | |
| 8028 | 2 | < 0.1% | |
| 2304 | 2 | < 0.1% | |
| 493464889 | 1 | < 0.1% | |
| 3660205087 | 1 | < 0.1% | |
| 17502875 | 1 | < 0.1% | |
| Other values (5970) | 5970 | 85.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 690 | 9.8% | |
| 142 | 1 | < 0.1% | |
| 154 | 1 | < 0.1% | |
| 256 | 2 | < 0.1% | |
| 408 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.344357527e+10 | 1 | < 0.1% | |
| 1.90386058e+10 | 1 | < 0.1% | |
| 1.566063638e+10 | 1 | < 0.1% | |
| 1.510223732e+10 | 1 | < 0.1% | |
| 1.482408947e+10 | 1 | < 0.1% |
DATA_USED_3MONTH
Numeric
| Distinct count | 4836 |
|---|---|
| Unique (%) | 69.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 590322742.1 |
|---|---|
| Minimum | 0 |
| Maximum | 2.64747292e+10 |
| Zeros (%) | 26.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 18669903 |
| Q3 | 735750153.2 |
| 95-th percentile | 2747397051 |
| Maximum | 2.64747292e+10 |
| Range | 2.64747292e+10 |
| Interquartile range | 735750153.2 |
Descriptive statistics
| Standard deviation | 1201450068 |
|---|---|
| Coef of variation | 2.035242727 |
| Kurtosis | 60.50293484 |
| Mean | 590322742.1 |
| MAD | 759646613.2 |
| Skewness | 5.239468067 |
| Sum | 4.139343068e+12 |
| Variance | 1.443482265e+18 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1836 | 26.2% | |
| 15308661 | 337 | 4.8% | |
| 256 | 3 | < 0.1% | |
| 42 | 2 | < 0.1% | |
| 9300 | 2 | < 0.1% | |
| 7692 | 2 | < 0.1% | |
| 2181828 | 1 | < 0.1% | |
| 9231042 | 1 | < 0.1% | |
| 28936126 | 1 | < 0.1% | |
| 14820033 | 1 | < 0.1% | |
| Other values (4826) | 4826 | 68.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1836 | 26.2% | |
| 42 | 2 | < 0.1% | |
| 152 | 1 | < 0.1% | |
| 256 | 3 | < 0.1% | |
| 1174 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.64747292e+10 | 1 | < 0.1% | |
| 2.059998266e+10 | 1 | < 0.1% | |
| 1.79927137e+10 | 1 | < 0.1% | |
| 1.349563329e+10 | 1 | < 0.1% | |
| 1.199111639e+10 | 1 | < 0.1% |
DATA_USED_4MONTH
Numeric
| Distinct count | 4108 |
|---|---|
| Unique (%) | 58.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 503544562.6 |
|---|---|
| Minimum | 0 |
| Maximum | 3.60444239e+10 |
| Zeros (%) | 36.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 8128130 |
| Q3 | 515732100 |
| 95-th percentile | 2588400760 |
| Maximum | 3.60444239e+10 |
| Range | 3.60444239e+10 |
| Interquartile range | 515732100 |
Descriptive statistics
| Standard deviation | 1215353882 |
|---|---|
| Coef of variation | 2.413597469 |
| Kurtosis | 182.5311718 |
| Mean | 503544562.6 |
| MAD | 688283509.6 |
| Skewness | 9.001615056 |
| Sum | 3.530854473e+12 |
| Variance | 1.477085058e+18 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2565 | 36.6% | |
| 201962 | 337 | 4.8% | |
| 7692 | 3 | < 0.1% | |
| 256 | 2 | < 0.1% | |
| 9300 | 2 | < 0.1% | |
| 823341719 | 1 | < 0.1% | |
| 20609686 | 1 | < 0.1% | |
| 8003523219 | 1 | < 0.1% | |
| 14727826 | 1 | < 0.1% | |
| 1708755600 | 1 | < 0.1% | |
| Other values (4098) | 4098 | 58.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2565 | 36.6% | |
| 201 | 1 | < 0.1% | |
| 256 | 2 | < 0.1% | |
| 341 | 1 | < 0.1% | |
| 1388 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.60444239e+10 | 1 | < 0.1% | |
| 3.076611028e+10 | 1 | < 0.1% | |
| 1.875855559e+10 | 1 | < 0.1% | |
| 1.624075422e+10 | 1 | < 0.1% | |
| 1.384084473e+10 | 1 | < 0.1% |
DATA_USED_5MONTH
Numeric
| Distinct count | 3584 |
|---|---|
| Unique (%) | 51.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 449578681 |
|---|---|
| Minimum | 0 |
| Maximum | 4.017874165e+10 |
| Zeros (%) | 48.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 55881.5 |
| Q3 | 333442056 |
| 95-th percentile | 2407999717 |
| Maximum | 4.017874165e+10 |
| Range | 4.017874165e+10 |
| Interquartile range | 333442056 |
Descriptive statistics
| Standard deviation | 1211569549 |
|---|---|
| Coef of variation | 2.694899914 |
| Kurtosis | 233.6985615 |
| Mean | 449578681 |
| MAD | 644055451.3 |
| Skewness | 10.2732468 |
| Sum | 3.152445711e+12 |
| Variance | 1.467900772e+18 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 3428 | 48.9% | |
| 341 | 2 | < 0.1% | |
| 28832263 | 1 | < 0.1% | |
| 1424843449 | 1 | < 0.1% | |
| 183513709 | 1 | < 0.1% | |
| 2455576652 | 1 | < 0.1% | |
| 472040113 | 1 | < 0.1% | |
| 388128668 | 1 | < 0.1% | |
| 13938097 | 1 | < 0.1% | |
| 230451884 | 1 | < 0.1% | |
| Other values (3574) | 3574 | 51.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3428 | 48.9% | |
| 40 | 1 | < 0.1% | |
| 215 | 1 | < 0.1% | |
| 319 | 1 | < 0.1% | |
| 341 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4.017874165e+10 | 1 | < 0.1% | |
| 2.88316493e+10 | 1 | < 0.1% | |
| 1.878692998e+10 | 1 | < 0.1% | |
| 1.687479226e+10 | 1 | < 0.1% | |
| 1.622171711e+10 | 1 | < 0.1% |
DATA_USED_6MONTH
Numeric
| Distinct count | 3131 |
|---|---|
| Unique (%) | 44.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 410242232.1 |
|---|---|
| Minimum | 0 |
| Maximum | 3.644324387e+10 |
| Zeros (%) | 55.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 186919394.8 |
| 95-th percentile | 2383473196 |
| Maximum | 3.644324387e+10 |
| Range | 3.644324387e+10 |
| Interquartile range | 186919394.8 |
Descriptive statistics
| Standard deviation | 1102518594 |
|---|---|
| Coef of variation | 2.68748195 |
| Kurtosis | 195.8035281 |
| Mean | 410242232.1 |
| MAD | 610863720.8 |
| Skewness | 8.847624786 |
| Sum | 2.876618531e+12 |
| Variance | 1.215547249e+18 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 3879 | 55.3% | |
| 7692 | 4 | 0.1% | |
| 64545401 | 1 | < 0.1% | |
| 681391008 | 1 | < 0.1% | |
| 497072774 | 1 | < 0.1% | |
| 62083 | 1 | < 0.1% | |
| 2406095490 | 1 | < 0.1% | |
| 303442560 | 1 | < 0.1% | |
| 497583188 | 1 | < 0.1% | |
| 152953469 | 1 | < 0.1% | |
| Other values (3121) | 3121 | 44.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3879 | 55.3% | |
| 42 | 1 | < 0.1% | |
| 366 | 1 | < 0.1% | |
| 408 | 1 | < 0.1% | |
| 426 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.644324387e+10 | 1 | < 0.1% | |
| 2.130423684e+10 | 1 | < 0.1% | |
| 1.266471804e+10 | 1 | < 0.1% | |
| 1.173859174e+10 | 1 | < 0.1% | |
| 1.167775196e+10 | 1 | < 0.1% |
DATA_USED_7MONTH
Numeric
| Distinct count | 2660 |
|---|---|
| Unique (%) | 37.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 344746648 |
|---|---|
| Minimum | 0 |
| Maximum | 2.577598542e+10 |
| Zeros (%) | 62.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 38764058 |
| 95-th percentile | 2177337379 |
| Maximum | 2.577598542e+10 |
| Range | 2.577598542e+10 |
| Interquartile range | 38764058 |
Descriptive statistics
| Standard deviation | 989648340.2 |
|---|---|
| Coef of variation | 2.870653989 |
| Kurtosis | 94.5024934 |
| Mean | 344746648 |
| MAD | 536531834 |
| Skewness | 6.667317145 |
| Sum | 2.417363496e+12 |
| Variance | 9.794038373e+17 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 4352 | 62.1% | |
| 8068 | 2 | < 0.1% | |
| 1716861626 | 1 | < 0.1% | |
| 115215060 | 1 | < 0.1% | |
| 6304467 | 1 | < 0.1% | |
| 369691344 | 1 | < 0.1% | |
| 355984077 | 1 | < 0.1% | |
| 190972415 | 1 | < 0.1% | |
| 4113093 | 1 | < 0.1% | |
| 34243265 | 1 | < 0.1% | |
| Other values (2650) | 2650 | 37.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 4352 | 62.1% | |
| 42 | 1 | < 0.1% | |
| 487 | 1 | < 0.1% | |
| 648 | 1 | < 0.1% | |
| 1258 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.577598542e+10 | 1 | < 0.1% | |
| 1.781011169e+10 | 1 | < 0.1% | |
| 1.116634736e+10 | 1 | < 0.1% | |
| 1.006210984e+10 | 1 | < 0.1% | |
| 1.005123898e+10 | 1 | < 0.1% |
DATA_USED_8MONTH
Numeric
| Distinct count | 2130 |
|---|---|
| Unique (%) | 30.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 267390469.3 |
|---|---|
| Minimum | 0 |
| Maximum | 1.830190962e+10 |
| Zeros (%) | 69.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 11421770.5 |
| 95-th percentile | 1764881208 |
| Maximum | 1.830190962e+10 |
| Range | 1.830190962e+10 |
| Interquartile range | 11421770.5 |
Descriptive statistics
| Standard deviation | 853622783.7 |
|---|---|
| Coef of variation | 3.192420381 |
| Kurtosis | 65.29652467 |
| Mean | 267390469.3 |
| MAD | 436887204.6 |
| Skewness | 6.13143598 |
| Sum | 1.874941971e+12 |
| Variance | 7.286718568e+17 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 4883 | 69.6% | |
| 12458666 | 1 | < 0.1% | |
| 15569543 | 1 | < 0.1% | |
| 888013449 | 1 | < 0.1% | |
| 1570405006 | 1 | < 0.1% | |
| 13214353 | 1 | < 0.1% | |
| 352701080 | 1 | < 0.1% | |
| 370147993 | 1 | < 0.1% | |
| 20495002 | 1 | < 0.1% | |
| 3072940702 | 1 | < 0.1% | |
| Other values (2120) | 2120 | 30.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 4883 | 69.6% | |
| 26 | 1 | < 0.1% | |
| 279 | 1 | < 0.1% | |
| 296 | 1 | < 0.1% | |
| 354 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.830190962e+10 | 1 | < 0.1% | |
| 1.54523414e+10 | 1 | < 0.1% | |
| 9096273035 | 1 | < 0.1% | |
| 8745366005 | 1 | < 0.1% | |
| 8654215111 | 1 | < 0.1% |
DATA_USED_9MONTH
Numeric
| Distinct count | 1637 |
|---|---|
| Unique (%) | 23.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 194777689.3 |
|---|---|
| Minimum | 0 |
| Maximum | 1.074073515e+10 |
| Zeros (%) | 76.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1419833054 |
| Maximum | 1.074073515e+10 |
| Range | 1.074073515e+10 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 701721953.3 |
|---|---|
| Coef of variation | 3.602681373 |
| Kurtosis | 45.45505321 |
| Mean | 194777689.3 |
| MAD | 332960193 |
| Skewness | 5.77900518 |
| Sum | 1.365781158e+12 |
| Variance | 4.924136997e+17 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 5375 | 76.7% | |
| 471 | 2 | < 0.1% | |
| 2936765054 | 1 | < 0.1% | |
| 180881 | 1 | < 0.1% | |
| 644156052 | 1 | < 0.1% | |
| 742998685 | 1 | < 0.1% | |
| 1488081571 | 1 | < 0.1% | |
| 408332968 | 1 | < 0.1% | |
| 15923882 | 1 | < 0.1% | |
| 1422127787 | 1 | < 0.1% | |
| Other values (1627) | 1627 | 23.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 5375 | 76.7% | |
| 471 | 2 | < 0.1% | |
| 1136 | 1 | < 0.1% | |
| 1792 | 1 | < 0.1% | |
| 1805 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.074073515e+10 | 1 | < 0.1% | |
| 9849467899 | 1 | < 0.1% | |
| 8591046843 | 1 | < 0.1% | |
| 8300443197 | 1 | < 0.1% | |
| 8175451926 | 1 | < 0.1% |
Disconnect_Reason
Numeric
| Distinct count | 28 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13.35867085 |
|---|---|
| Minimum | 1 |
| Maximum | 28 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 20 |
| Q3 | 20 |
| 95-th percentile | 23 |
| Maximum | 28 |
| Range | 27 |
| Interquartile range | 19 |
Descriptive statistics
| Standard deviation | 9.078925731 |
|---|---|
| Coef of variation | 0.6796279235 |
| Kurtosis | -1.570192691 |
| Mean | 13.35867085 |
| MAD | 8.560591183 |
| Skewness | -0.4839594028 |
| Sum | 93671 |
| Variance | 82.42689243 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 20 | 3616 | 51.6% | |
| 1 | 2151 | 30.7% | |
| 23 | 331 | 4.7% | |
| 11 | 188 | 2.7% | |
| 28 | 109 | 1.6% | |
| 5 | 101 | 1.4% | |
| 6 | 57 | 0.8% | |
| 18 | 53 | 0.8% | |
| 16 | 53 | 0.8% | |
| 2 | 52 | 0.7% | |
| Other values (18) | 301 | 4.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 2151 | 30.7% | |
| 2 | 52 | 0.7% | |
| 3 | 44 | 0.6% | |
| 4 | 32 | 0.5% | |
| 5 | 101 | 1.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 28 | 109 | 1.6% | |
| 27 | 3 | < 0.1% | |
| 26 | 2 | < 0.1% | |
| 25 | 16 | 0.2% | |
| 24 | 1 | < 0.1% |
DISCONNECT_REASON_NAME
Categorical
| Distinct count | 28 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| NON-PAYMENT | |
|---|---|
| 0 | |
| PORT OUT (# ported to other carrier) | 331 |
| Other values (25) |
| Value | Count | Frequency (%) | |
| NON-PAYMENT | 3616 | 51.6% | |
| 0 | 2151 | 30.7% | |
| PORT OUT (# ported to other carrier) | 331 | 4.7% | |
| FINANCIAL HARDSHIP | 188 | 2.7% | |
| TRANSFER | 109 | 1.6% | |
| BROKEN PHONE/HANDSET | 101 | 1.4% | |
| CHILD PUNISHMENT | 57 | 0.8% | |
| MOVING OUT OF AREA | 53 | 0.8% | |
| LOST OR STOLEN PHONE | 53 | 0.8% | |
| BILL CYCLE CHANGE | 52 | 0.7% | |
| Other values (18) | 301 | 4.3% |
| Max length | 38 |
|---|---|
| Mean length | 9.723331432 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
DISTINCT_FEATURE_COUNT
Numeric
| Distinct count | 30 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.04335425 |
|---|---|
| Minimum | 2 |
| Maximum | 32 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 11 |
| Median | 11 |
| Q3 | 11 |
| 95-th percentile | 11 |
| Maximum | 32 |
| Range | 30 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.318316176 |
|---|---|
| Coef of variation | 0.1193764273 |
| Kurtosis | 69.71901354 |
| Mean | 11.04335425 |
| MAD | 0.3136199731 |
| Skewness | 5.401293474 |
| Sum | 77436 |
| Variance | 1.737957539 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 11 | 6478 | 92.4% | |
| 10 | 83 | 1.2% | |
| 9 | 71 | 1.0% | |
| 8 | 69 | 1.0% | |
| 12 | 52 | 0.7% | |
| 13 | 42 | 0.6% | |
| 14 | 34 | 0.5% | |
| 7 | 25 | 0.4% | |
| 15 | 24 | 0.3% | |
| 6 | 22 | 0.3% | |
| Other values (20) | 112 | 1.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2 | 6 | 0.1% | |
| 3 | 2 | < 0.1% | |
| 4 | 4 | 0.1% | |
| 5 | 11 | 0.2% | |
| 6 | 22 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 32 | 1 | < 0.1% | |
| 31 | 1 | < 0.1% | |
| 29 | 1 | < 0.1% | |
| 28 | 3 | < 0.1% | |
| 27 | 2 | < 0.1% |
DROP_CALLS_10MONTH
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
DROP_CALLS_11MONTH
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 2 |
| 3 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 7009 | > 99.9% | |
| 1 | 2 | < 0.1% | |
| 3 | 1 | < 0.1% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
DROP_CALLS_12MONTH
Highly correlated
This variable is highly correlated with DROP_CALLS_11MONTH and should be ignored for analysis
| Correlation | 0.9021720876 |
|---|
DROP_CALLS_1MONTH
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.05818596691 |
|---|---|
| Minimum | 0 |
| Maximum | 25 |
| Zeros (%) | 98.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.6550398326 |
|---|---|
| Coef of variation | 11.25769438 |
| Kurtosis | 512.2132614 |
| Mean | 0.05818596691 |
| MAD | 0.1148118993 |
| Skewness | 19.21325623 |
| Sum | 408 |
| Variance | 0.4290771824 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 6918 | 98.7% | |
| 3 | 38 | 0.5% | |
| 2 | 22 | 0.3% | |
| 6 | 18 | 0.3% | |
| 1 | 3 | < 0.1% | |
| 15 | 2 | < 0.1% | |
| 9 | 2 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 18 | 1 | < 0.1% | |
| Other values (4) | 4 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6918 | 98.7% | |
| 1 | 3 | < 0.1% | |
| 2 | 22 | 0.3% | |
| 3 | 38 | 0.5% | |
| 4 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 25 | 1 | < 0.1% | |
| 18 | 1 | < 0.1% | |
| 15 | 2 | < 0.1% | |
| 12 | 1 | < 0.1% | |
| 10 | 1 | < 0.1% |
DROP_CALLS_1MONTH_TO_DEACT
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.02481460354 |
|---|---|
| Minimum | 0 |
| Maximum | 18 |
| Zeros (%) | 99.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.3971231339 |
|---|---|
| Coef of variation | 16.00360583 |
| Kurtosis | 848.1512323 |
| Mean | 0.02481460354 |
| MAD | 0.04931778592 |
| Skewness | 25.20824484 |
| Sum | 174 |
| Variance | 0.1577067835 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 6968 | 99.4% | |
| 3 | 13 | 0.2% | |
| 2 | 12 | 0.2% | |
| 6 | 6 | 0.1% | |
| 4 | 6 | 0.1% | |
| 1 | 3 | < 0.1% | |
| 9 | 2 | < 0.1% | |
| 18 | 1 | < 0.1% | |
| 12 | 1 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6968 | 99.4% | |
| 1 | 3 | < 0.1% | |
| 2 | 12 | 0.2% | |
| 3 | 13 | 0.2% | |
| 4 | 6 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18 | 1 | < 0.1% | |
| 12 | 1 | < 0.1% | |
| 9 | 2 | < 0.1% | |
| 6 | 6 | 0.1% | |
| 4 | 6 | 0.1% |
DROP_CALLS_2MONTH
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.006988020536 |
|---|---|
| Minimum | 0 |
| Maximum | 30 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.3904175243 |
|---|---|
| Coef of variation | 55.86954449 |
| Kurtosis | 5098.437317 |
| Mean | 0.006988020536 |
| MAD | 0.01396806843 |
| Skewness | 69.03942082 |
| Sum | 49 |
| Variance | 0.1524258432 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 7008 | 99.9% | |
| 3 | 1 | < 0.1% | |
| 30 | 1 | < 0.1% | |
| 12 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 7008 | 99.9% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 12 | 1 | < 0.1% | |
| 30 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 30 | 1 | < 0.1% | |
| 12 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 0 | 7008 | 99.9% |
DROP_CALLS_2MONTHS_TO_DEACT
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
DROP_CALLS_3MONTH
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 3 | 1 |
| 6 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 7009 | > 99.9% | |
| 3 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
DROP_CALLS_3MONTHS_TO_DEACT
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
DROP_CALLS_4MONTH
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 3 | 1 |
| 4 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 7010 | > 99.9% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
DROP_CALLS_5MONTH
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 7011 | > 99.9% | |
| 2 | 1 | < 0.1% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
DROP_CALLS_6MONTH
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 2 |
| 11 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 7008 | 99.9% | |
| 1 | 2 | < 0.1% | |
| 11 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% |
| Max length | 2 |
|---|---|
| Mean length | 1.000142613 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
DROP_CALLS_7MONTH
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.004563605248 |
|---|---|
| Minimum | 0 |
| Maximum | 15 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.2169056529 |
|---|---|
| Coef of variation | 47.5294512 |
| Kurtosis | 3605.924915 |
| Mean | 0.004563605248 |
| MAD | 0.009120702217 |
| Skewness | 57.42580919 |
| Sum | 32 |
| Variance | 0.04704806228 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 7007 | 99.9% | |
| 15 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 8 | 1 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 7007 | 99.9% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 8 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 15 | 1 | < 0.1% | |
| 8 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% |
DROP_CALLS_8MONTH
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 2 | 3 |
| 3 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 7008 | 99.9% | |
| 2 | 3 | < 0.1% | |
| 3 | 1 | < 0.1% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
DROP_CALLS_9MONTH
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 2 |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 7009 | > 99.9% | |
| 1 | 2 | < 0.1% | |
| 2 | 1 | < 0.1% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
EBILL
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 2 |
| Value | Count | Frequency (%) | |
| N | 7010 | > 99.9% | |
| Y | 2 | < 0.1% |
ebilling
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 7010 | > 99.9% | |
| 1 | 2 | < 0.1% |
ETHNICITY
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Hispanic | |
|---|---|
| White | |
| African_American | |
| Other values (2) | 433 |
| Value | Count | Frequency (%) | |
| Hispanic | 2809 | 40.1% | |
| White | 2319 | 33.1% | |
| African_American | 1451 | 20.7% | |
| Unknown | 269 | 3.8% | |
| Other | 164 | 2.3% |
| Max length | 16 |
|---|---|
| Mean length | 8.554763263 |
| Min length | 5 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
farmer_occ
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 14 |
| Value | Count | Frequency (%) | |
| 0 | 6998 | 99.8% | |
| 1 | 14 | 0.2% |
fbnp
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 23 |
| Value | Count | Frequency (%) | |
| 0 | 6989 | 99.7% | |
| 1 | 23 | 0.3% |
FBNP_FLAG
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 23 |
| Value | Count | Frequency (%) | |
| N | 6989 | 99.7% | |
| Y | 23 | 0.3% |
GROSS_ADDS_COUNT
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 14 |
| Value | Count | Frequency (%) | |
| 1 | 6998 | 99.8% | |
| 0 | 14 | 0.2% |
hh_income
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 32747.21905 |
|---|---|
| Minimum | 14000 |
| Maximum | 130000 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 14000 |
|---|---|
| 5-th percentile | 14000 |
| Q1 | 14000 |
| Median | 25000 |
| Q3 | 45000 |
| 95-th percentile | 87000 |
| Maximum | 130000 |
| Range | 116000 |
| Interquartile range | 31000 |
Descriptive statistics
| Standard deviation | 23615.20768 |
|---|---|
| Coef of variation | 0.7211362786 |
| Kurtosis | 3.134449847 |
| Mean | 32747.21905 |
| MAD | 18027.28041 |
| Skewness | 1.720284917 |
| Sum | 229623500 |
| Variance | 557678033.9 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 14000 | 2277 | 32.5% | |
| 25000 | 1119 | 16.0% | |
| 35000 | 931 | 13.3% | |
| 62000 | 860 | 12.3% | |
| 17500 | 777 | 11.1% | |
| 45000 | 630 | 9.0% | |
| 87000 | 244 | 3.5% | |
| 112500 | 106 | 1.5% | |
| 130000 | 67 | 1.0% | |
| 55000 | 1 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 14000 | 2277 | 32.5% | |
| 17500 | 777 | 11.1% | |
| 25000 | 1119 | 16.0% | |
| 35000 | 931 | 13.3% | |
| 45000 | 630 | 9.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 130000 | 67 | 1.0% | |
| 112500 | 106 | 1.5% | |
| 87000 | 244 | 3.5% | |
| 62000 | 860 | 12.3% | |
| 55000 | 1 | < 0.1% |
hotline
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 171 |
| Value | Count | Frequency (%) | |
| 0 | 6841 | 97.6% | |
| 1 | 171 | 2.4% |
HOTLINE_FLAG
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 171 |
| Value | Count | Frequency (%) | |
| N | 6841 | 97.6% | |
| Y | 171 | 2.4% |
management_occ
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 4353 | 62.1% | |
| 1 | 2659 | 37.9% |
MESSAGES_SENT_10MONTH
Numeric
| Distinct count | 588 |
|---|---|
| Unique (%) | 8.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 69.38690816 |
|---|---|
| Minimum | 0 |
| Maximum | 6182 |
| Zeros (%) | 84.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 377.45 |
| Maximum | 6182 |
| Range | 6182 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 338.7744589 |
|---|---|
| Coef of variation | 4.882397384 |
| Kurtosis | 101.9254188 |
| Mean | 69.38690816 |
| MAD | 121.8586498 |
| Skewness | 8.856182918 |
| Sum | 486541 |
| Variance | 114768.134 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 5932 | 84.6% | |
| 1 | 33 | 0.5% | |
| 2 | 19 | 0.3% | |
| 5 | 15 | 0.2% | |
| 6 | 12 | 0.2% | |
| 3 | 10 | 0.1% | |
| 9 | 10 | 0.1% | |
| 11 | 9 | 0.1% | |
| 20 | 9 | 0.1% | |
| 13 | 9 | 0.1% | |
| Other values (578) | 954 | 13.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 5932 | 84.6% | |
| 1 | 33 | 0.5% | |
| 2 | 19 | 0.3% | |
| 3 | 10 | 0.1% | |
| 4 | 8 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6182 | 1 | < 0.1% | |
| 5580 | 1 | < 0.1% | |
| 5444 | 1 | < 0.1% | |
| 5388 | 1 | < 0.1% | |
| 5216 | 1 | < 0.1% |
MESSAGES_SENT_11MONTH
Numeric
| Distinct count | 451 |
|---|---|
| Unique (%) | 6.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 46.98302909 |
|---|---|
| Minimum | 0 |
| Maximum | 6843 |
| Zeros (%) | 88.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 198 |
| Maximum | 6843 |
| Range | 6843 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 280.2966232 |
|---|---|
| Coef of variation | 5.96591213 |
| Kurtosis | 200.8655574 |
| Mean | 46.98302909 |
| MAD | 85.23749955 |
| Skewness | 12.02461236 |
| Sum | 329445 |
| Variance | 78566.19697 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 6204 | 88.5% | |
| 1 | 23 | 0.3% | |
| 2 | 17 | 0.2% | |
| 3 | 13 | 0.2% | |
| 6 | 11 | 0.2% | |
| 8 | 10 | 0.1% | |
| 16 | 10 | 0.1% | |
| 4 | 8 | 0.1% | |
| 12 | 8 | 0.1% | |
| 20 | 7 | 0.1% | |
| Other values (441) | 701 | 10.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6204 | 88.5% | |
| 1 | 23 | 0.3% | |
| 2 | 17 | 0.2% | |
| 3 | 13 | 0.2% | |
| 4 | 8 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6843 | 1 | < 0.1% | |
| 6592 | 1 | < 0.1% | |
| 6087 | 1 | < 0.1% | |
| 5695 | 1 | < 0.1% | |
| 4219 | 1 | < 0.1% |
MESSAGES_SENT_12MONTH
Numeric
| Distinct count | 390 |
|---|---|
| Unique (%) | 5.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 44.59383913 |
|---|---|
| Minimum | 0 |
| Maximum | 8690 |
| Zeros (%) | 91.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 105.8 |
| Maximum | 8690 |
| Range | 8690 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 309.8404468 |
|---|---|
| Coef of variation | 6.948054996 |
| Kurtosis | 213.3844693 |
| Mean | 44.59383913 |
| MAD | 83.00001578 |
| Skewness | 12.59188668 |
| Sum | 312692 |
| Variance | 96001.10245 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 6415 | 91.5% | |
| 1 | 23 | 0.3% | |
| 2 | 12 | 0.2% | |
| 11 | 8 | 0.1% | |
| 14 | 8 | 0.1% | |
| 58 | 5 | 0.1% | |
| 17 | 5 | 0.1% | |
| 13 | 5 | 0.1% | |
| 98 | 5 | 0.1% | |
| 12 | 5 | 0.1% | |
| Other values (380) | 521 | 7.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6415 | 91.5% | |
| 1 | 23 | 0.3% | |
| 2 | 12 | 0.2% | |
| 3 | 3 | < 0.1% | |
| 4 | 5 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8690 | 1 | < 0.1% | |
| 6212 | 1 | < 0.1% | |
| 5928 | 1 | < 0.1% | |
| 5782 | 1 | < 0.1% | |
| 5462 | 1 | < 0.1% |
MESSAGES_SENT_1MONTH
Numeric
| Distinct count | 1997 |
|---|---|
| Unique (%) | 28.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 664.1374786 |
|---|---|
| Minimum | 0 |
| Maximum | 12184 |
| Zeros (%) | 3.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 79 |
| Median | 271 |
| Q3 | 782.25 |
| 95-th percentile | 2725.45 |
| Maximum | 12184 |
| Range | 12184 |
| Interquartile range | 703.25 |
Descriptive statistics
| Standard deviation | 1028.110026 |
|---|---|
| Coef of variation | 1.548037958 |
| Kurtosis | 16.0474447 |
| Mean | 664.1374786 |
| MAD | 666.5439117 |
| Skewness | 3.313418826 |
| Sum | 4656932 |
| Variance | 1057010.226 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 271 | 778 | 11.1% | |
| 0 | 219 | 3.1% | |
| 1 | 138 | 2.0% | |
| 2 | 92 | 1.3% | |
| 3 | 76 | 1.1% | |
| 4 | 55 | 0.8% | |
| 6 | 43 | 0.6% | |
| 8 | 42 | 0.6% | |
| 5 | 41 | 0.6% | |
| 7 | 40 | 0.6% | |
| Other values (1987) | 5488 | 78.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 219 | 3.1% | |
| 1 | 138 | 2.0% | |
| 2 | 92 | 1.3% | |
| 3 | 76 | 1.1% | |
| 4 | 55 | 0.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12184 | 1 | < 0.1% | |
| 10485 | 1 | < 0.1% | |
| 10423 | 1 | < 0.1% | |
| 9899 | 1 | < 0.1% | |
| 9346 | 1 | < 0.1% |
MESSAGES_SENT_2MONTH
Numeric
| Distinct count | 1874 |
|---|---|
| Unique (%) | 26.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 574.9261266 |
|---|---|
| Minimum | 0 |
| Maximum | 11339 |
| Zeros (%) | 11.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 41 |
| Median | 182 |
| Q3 | 674.25 |
| 95-th percentile | 2460.8 |
| Maximum | 11339 |
| Range | 11339 |
| Interquartile range | 633.25 |
Descriptive statistics
| Standard deviation | 940.2302327 |
|---|---|
| Coef of variation | 1.635393121 |
| Kurtosis | 16.00755582 |
| Mean | 574.9261266 |
| MAD | 607.1503063 |
| Skewness | 3.312661351 |
| Sum | 4031382 |
| Variance | 884032.8906 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 783 | 11.2% | |
| 182 | 775 | 11.1% | |
| 1 | 109 | 1.6% | |
| 2 | 88 | 1.3% | |
| 3 | 57 | 0.8% | |
| 4 | 53 | 0.8% | |
| 5 | 37 | 0.5% | |
| 7 | 34 | 0.5% | |
| 12 | 32 | 0.5% | |
| 6 | 31 | 0.4% | |
| Other values (1864) | 5013 | 71.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 783 | 11.2% | |
| 1 | 109 | 1.6% | |
| 2 | 88 | 1.3% | |
| 3 | 57 | 0.8% | |
| 4 | 53 | 0.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11339 | 1 | < 0.1% | |
| 10971 | 1 | < 0.1% | |
| 9853 | 1 | < 0.1% | |
| 8211 | 1 | < 0.1% | |
| 8140 | 1 | < 0.1% |
MESSAGES_SENT_3MONTH
Numeric
| Distinct count | 1676 |
|---|---|
| Unique (%) | 23.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 448.6812607 |
|---|---|
| Minimum | 0 |
| Maximum | 11219 |
| Zeros (%) | 25.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 58 |
| Q3 | 509.25 |
| 95-th percentile | 2154.9 |
| Maximum | 11219 |
| Range | 11219 |
| Interquartile range | 509.25 |
Descriptive statistics
| Standard deviation | 853.2071846 |
|---|---|
| Coef of variation | 1.901588632 |
| Kurtosis | 17.10451139 |
| Mean | 448.6812607 |
| MAD | 539.2740672 |
| Skewness | 3.489866094 |
| Sum | 3146153 |
| Variance | 727962.4999 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1792 | 25.6% | |
| 52 | 782 | 11.2% | |
| 1 | 103 | 1.5% | |
| 2 | 68 | 1.0% | |
| 3 | 46 | 0.7% | |
| 4 | 45 | 0.6% | |
| 5 | 34 | 0.5% | |
| 6 | 31 | 0.4% | |
| 10 | 26 | 0.4% | |
| 8 | 25 | 0.4% | |
| Other values (1666) | 4060 | 57.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1792 | 25.6% | |
| 1 | 103 | 1.5% | |
| 2 | 68 | 1.0% | |
| 3 | 46 | 0.7% | |
| 4 | 45 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11219 | 1 | < 0.1% | |
| 7795 | 1 | < 0.1% | |
| 7771 | 1 | < 0.1% | |
| 7534 | 1 | < 0.1% | |
| 7514 | 1 | < 0.1% |
MESSAGES_SENT_4MONTH
Numeric
| Distinct count | 1538 |
|---|---|
| Unique (%) | 21.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 368.3893326 |
|---|---|
| Minimum | 0 |
| Maximum | 8532 |
| Zeros (%) | 35.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 7 |
| Q3 | 380 |
| 95-th percentile | 1905.45 |
| Maximum | 8532 |
| Range | 8532 |
| Interquartile range | 380 |
Descriptive statistics
| Standard deviation | 773.2982339 |
|---|---|
| Coef of variation | 2.099133079 |
| Kurtosis | 17.20015051 |
| Mean | 368.3893326 |
| MAD | 478.0815862 |
| Skewness | 3.605769663 |
| Sum | 2583146 |
| Variance | 597990.1585 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2462 | 35.1% | |
| 1 | 852 | 12.2% | |
| 2 | 56 | 0.8% | |
| 7 | 32 | 0.5% | |
| 5 | 31 | 0.4% | |
| 3 | 31 | 0.4% | |
| 4 | 29 | 0.4% | |
| 8 | 19 | 0.3% | |
| 10 | 19 | 0.3% | |
| 24 | 18 | 0.3% | |
| Other values (1528) | 3463 | 49.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2462 | 35.1% | |
| 1 | 852 | 12.2% | |
| 2 | 56 | 0.8% | |
| 3 | 31 | 0.4% | |
| 4 | 29 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8532 | 1 | < 0.1% | |
| 8284 | 1 | < 0.1% | |
| 7738 | 1 | < 0.1% | |
| 6591 | 1 | < 0.1% | |
| 6586 | 1 | < 0.1% |
MESSAGES_SENT_5MONTH
Numeric
| Distinct count | 1350 |
|---|---|
| Unique (%) | 19.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 298.1668568 |
|---|---|
| Minimum | 0 |
| Maximum | 7915 |
| Zeros (%) | 52.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 248.25 |
| 95-th percentile | 1666 |
| Maximum | 7915 |
| Range | 7915 |
| Interquartile range | 248.25 |
Descriptive statistics
| Standard deviation | 702.1111538 |
|---|---|
| Coef of variation | 2.354759215 |
| Kurtosis | 23.8781278 |
| Mean | 298.1668568 |
| MAD | 409.5541532 |
| Skewness | 4.190392239 |
| Sum | 2090746 |
| Variance | 492960.0723 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 3703 | 52.8% | |
| 1 | 69 | 1.0% | |
| 2 | 50 | 0.7% | |
| 3 | 34 | 0.5% | |
| 4 | 33 | 0.5% | |
| 5 | 30 | 0.4% | |
| 6 | 18 | 0.3% | |
| 23 | 17 | 0.2% | |
| 7 | 16 | 0.2% | |
| 9 | 16 | 0.2% | |
| Other values (1340) | 3026 | 43.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3703 | 52.8% | |
| 1 | 69 | 1.0% | |
| 2 | 50 | 0.7% | |
| 3 | 34 | 0.5% | |
| 4 | 33 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7915 | 1 | < 0.1% | |
| 7856 | 1 | < 0.1% | |
| 7616 | 1 | < 0.1% | |
| 6775 | 1 | < 0.1% | |
| 6718 | 1 | < 0.1% |
MESSAGES_SENT_6MONTH
Numeric
| Distinct count | 1179 |
|---|---|
| Unique (%) | 16.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 233.6339133 |
|---|---|
| Minimum | 0 |
| Maximum | 7228 |
| Zeros (%) | 58.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 143 |
| 95-th percentile | 1410.7 |
| Maximum | 7228 |
| Range | 7228 |
| Interquartile range | 143 |
Descriptive statistics
| Standard deviation | 614.7985214 |
|---|---|
| Coef of variation | 2.631460959 |
| Kurtosis | 27.20245878 |
| Mean | 233.6339133 |
| MAD | 338.1931523 |
| Skewness | 4.552548692 |
| Sum | 1638241 |
| Variance | 377977.222 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 4122 | 58.8% | |
| 1 | 59 | 0.8% | |
| 2 | 45 | 0.6% | |
| 3 | 41 | 0.6% | |
| 6 | 28 | 0.4% | |
| 4 | 22 | 0.3% | |
| 5 | 20 | 0.3% | |
| 24 | 18 | 0.3% | |
| 12 | 17 | 0.2% | |
| 29 | 16 | 0.2% | |
| Other values (1169) | 2624 | 37.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 4122 | 58.8% | |
| 1 | 59 | 0.8% | |
| 2 | 45 | 0.6% | |
| 3 | 41 | 0.6% | |
| 4 | 22 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7228 | 1 | < 0.1% | |
| 7194 | 1 | < 0.1% | |
| 6175 | 1 | < 0.1% | |
| 6084 | 1 | < 0.1% | |
| 5878 | 1 | < 0.1% |
MESSAGES_SENT_7MONTH
Numeric
| Distinct count | 1003 |
|---|---|
| Unique (%) | 14.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 174.0293782 |
|---|---|
| Minimum | 0 |
| Maximum | 7637 |
| Zeros (%) | 66.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 52 |
| 95-th percentile | 1041.8 |
| Maximum | 7637 |
| Range | 7637 |
| Interquartile range | 52 |
Descriptive statistics
| Standard deviation | 537.8056282 |
|---|---|
| Coef of variation | 3.090315174 |
| Kurtosis | 43.06833909 |
| Mean | 174.0293782 |
| MAD | 267.1084815 |
| Skewness | 5.663544005 |
| Sum | 1220294 |
| Variance | 289234.8937 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 4654 | 66.4% | |
| 1 | 60 | 0.9% | |
| 2 | 38 | 0.5% | |
| 3 | 30 | 0.4% | |
| 6 | 21 | 0.3% | |
| 4 | 19 | 0.3% | |
| 17 | 17 | 0.2% | |
| 10 | 17 | 0.2% | |
| 5 | 16 | 0.2% | |
| 9 | 15 | 0.2% | |
| Other values (993) | 2125 | 30.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 4654 | 66.4% | |
| 1 | 60 | 0.9% | |
| 2 | 38 | 0.5% | |
| 3 | 30 | 0.4% | |
| 4 | 19 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7637 | 1 | < 0.1% | |
| 7145 | 1 | < 0.1% | |
| 6697 | 1 | < 0.1% | |
| 6566 | 1 | < 0.1% | |
| 6209 | 1 | < 0.1% |
MESSAGES_SENT_8MONTH
Highly correlated
This variable is highly correlated with MESSAGES_SENT_7MONTH and should be ignored for analysis
| Correlation | 1 |
|---|
MESSAGES_SENT_9MONTH
Numeric
| Distinct count | 839 |
|---|---|
| Unique (%) | 12.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 127.0330861 |
|---|---|
| Minimum | 0 |
| Maximum | 10893 |
| Zeros (%) | 73.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 3 |
| 95-th percentile | 791.9 |
| Maximum | 10893 |
| Range | 10893 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 459.6003443 |
|---|---|
| Coef of variation | 3.617957795 |
| Kurtosis | 88.06280861 |
| Mean | 127.0330861 |
| MAD | 205.1806804 |
| Skewness | 7.465939323 |
| Sum | 890756 |
| Variance | 211232.4764 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 5147 | 73.4% | |
| 1 | 47 | 0.7% | |
| 2 | 37 | 0.5% | |
| 3 | 31 | 0.4% | |
| 4 | 23 | 0.3% | |
| 11 | 19 | 0.3% | |
| 8 | 16 | 0.2% | |
| 6 | 15 | 0.2% | |
| 7 | 13 | 0.2% | |
| 5 | 12 | 0.2% | |
| Other values (829) | 1652 | 23.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 5147 | 73.4% | |
| 1 | 47 | 0.7% | |
| 2 | 37 | 0.5% | |
| 3 | 31 | 0.4% | |
| 4 | 23 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10893 | 1 | < 0.1% | |
| 6806 | 1 | < 0.1% | |
| 6079 | 1 | < 0.1% | |
| 5575 | 1 | < 0.1% | |
| 5541 | 1 | < 0.1% |
never_before_cricket
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 698 |
| Value | Count | Frequency (%) | |
| 0 | 6314 | 90.0% | |
| 1 | 698 | 10.0% |
Num_Adults_in_LU
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.856103822 |
|---|---|
| Minimum | 1 |
| Maximum | 8 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.358019691 |
|---|---|
| Coef of variation | 0.4754798059 |
| Kurtosis | 0.1757026015 |
| Mean | 2.856103822 |
| MAD | 1.08756381 |
| Skewness | 0.7282440514 |
| Sum | 20027 |
| Variance | 1.844217481 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 2 | 2314 | 33.0% | |
| 3 | 1720 | 24.5% | |
| 4 | 1085 | 15.5% | |
| 1 | 987 | 14.1% | |
| 5 | 612 | 8.7% | |
| 6 | 215 | 3.1% | |
| 7 | 70 | 1.0% | |
| 8 | 9 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 987 | 14.1% | |
| 2 | 2314 | 33.0% | |
| 3 | 1720 | 24.5% | |
| 4 | 1085 | 15.5% | |
| 5 | 612 | 8.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8 | 9 | 0.1% | |
| 7 | 70 | 1.0% | |
| 6 | 215 | 3.1% | |
| 5 | 612 | 8.7% | |
| 4 | 1085 | 15.5% |
NUM_DROPPED_CALLS
Numeric
| Distinct count | 232 |
|---|---|
| Unique (%) | 3.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.14403879 |
|---|---|
| Minimum | 0 |
| Maximum | 5759 |
| Zeros (%) | 84.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 44.45 |
| Maximum | 5759 |
| Range | 5759 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 93.0012051 |
|---|---|
| Coef of variation | 8.345377008 |
| Kurtosis | 2154.598891 |
| Mean | 11.14403879 |
| MAD | 19.30004167 |
| Skewness | 38.57224558 |
| Sum | 78142 |
| Variance | 8649.224151 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 5904 | 84.2% | |
| 3 | 72 | 1.0% | |
| 6 | 61 | 0.9% | |
| 12 | 33 | 0.5% | |
| 9 | 33 | 0.5% | |
| 8 | 30 | 0.4% | |
| 20 | 28 | 0.4% | |
| 17 | 27 | 0.4% | |
| 4 | 26 | 0.4% | |
| 2 | 26 | 0.4% | |
| Other values (222) | 772 | 11.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 5904 | 84.2% | |
| 1 | 15 | 0.2% | |
| 2 | 26 | 0.4% | |
| 3 | 72 | 1.0% | |
| 4 | 26 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5759 | 1 | < 0.1% | |
| 1981 | 1 | < 0.1% | |
| 1728 | 1 | < 0.1% | |
| 1447 | 1 | < 0.1% | |
| 1326 | 1 | < 0.1% |
NUM_IVR_CALLS
Numeric
| Distinct count | 117 |
|---|---|
| Unique (%) | 1.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.346548774 |
|---|---|
| Minimum | 0 |
| Maximum | 335 |
| Zeros (%) | 28.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 3 |
| Q3 | 11 |
| 95-th percentile | 38.45 |
| Maximum | 335 |
| Range | 335 |
| Interquartile range | 11 |
Descriptive statistics
| Standard deviation | 16.46465458 |
|---|---|
| Coef of variation | 1.761575848 |
| Kurtosis | 45.67141258 |
| Mean | 9.346548774 |
| MAD | 10.0408017 |
| Skewness | 4.826216872 |
| Sum | 65538 |
| Variance | 271.0848504 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2024 | 28.9% | |
| 1 | 660 | 9.4% | |
| 2 | 501 | 7.1% | |
| 3 | 396 | 5.6% | |
| 4 | 328 | 4.7% | |
| 5 | 267 | 3.8% | |
| 6 | 258 | 3.7% | |
| 7 | 222 | 3.2% | |
| 9 | 176 | 2.5% | |
| 8 | 166 | 2.4% | |
| Other values (107) | 2014 | 28.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2024 | 28.9% | |
| 1 | 660 | 9.4% | |
| 2 | 501 | 7.1% | |
| 3 | 396 | 5.6% | |
| 4 | 328 | 4.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 335 | 1 | < 0.1% | |
| 221 | 2 | < 0.1% | |
| 178 | 1 | < 0.1% | |
| 176 | 1 | < 0.1% | |
| 174 | 1 | < 0.1% |
NUM_PAYMENTS
Numeric
| Distinct count | 102 |
|---|---|
| Unique (%) | 1.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.68953223 |
|---|---|
| Minimum | 0 |
| Maximum | 479 |
| Zeros (%) | 0.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| Median | 7 |
| Q3 | 12 |
| 95-th percentile | 37 |
| Maximum | 479 |
| Range | 479 |
| Interquartile range | 9 |
Descriptive statistics
| Standard deviation | 13.98338925 |
|---|---|
| Coef of variation | 1.308138556 |
| Kurtosis | 187.6359258 |
| Mean | 10.68953223 |
| MAD | 8.037511808 |
| Skewness | 7.784755273 |
| Sum | 74955 |
| Variance | 195.535175 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 2 | 1160 | 16.5% | |
| 3 | 655 | 9.3% | |
| 4 | 454 | 6.5% | |
| 7 | 405 | 5.8% | |
| 5 | 394 | 5.6% | |
| 6 | 375 | 5.3% | |
| 8 | 374 | 5.3% | |
| 9 | 368 | 5.2% | |
| 10 | 314 | 4.5% | |
| 11 | 279 | 4.0% | |
| Other values (92) | 2234 | 31.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 13 | 0.2% | |
| 1 | 263 | 3.8% | |
| 2 | 1160 | 16.5% | |
| 3 | 655 | 9.3% | |
| 4 | 454 | 6.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 479 | 1 | < 0.1% | |
| 113 | 1 | < 0.1% | |
| 107 | 1 | < 0.1% | |
| 102 | 2 | < 0.1% | |
| 101 | 1 | < 0.1% |
Occupation
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.505134056 |
|---|---|
| Minimum | 1 |
| Maximum | 9 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 3 |
| Q3 | 5 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 2.790523707 |
|---|---|
| Coef of variation | 0.7961246739 |
| Kurtosis | -0.6317240439 |
| Mean | 3.505134056 |
| MAD | 2.342282271 |
| Skewness | 0.869238733 |
| Sum | 24578 |
| Variance | 7.787022561 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 1 | 2659 | 37.9% | |
| 3 | 1202 | 17.1% | |
| 9 | 746 | 10.6% | |
| 2 | 627 | 8.9% | |
| 8 | 482 | 6.9% | |
| 4 | 479 | 6.8% | |
| 6 | 460 | 6.6% | |
| 5 | 343 | 4.9% | |
| 7 | 14 | 0.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 2659 | 37.9% | |
| 2 | 627 | 8.9% | |
| 3 | 1202 | 17.1% | |
| 4 | 479 | 6.8% | |
| 5 | 343 | 4.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9 | 746 | 10.6% | |
| 8 | 482 | 6.9% | |
| 7 | 14 | 0.2% | |
| 6 | 460 | 6.6% | |
| 5 | 343 | 4.9% |
officeadmin_occ
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 343 |
| Value | Count | Frequency (%) | |
| 0 | 6669 | 95.1% | |
| 1 | 343 | 4.9% |
other_occ
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 482 |
| Value | Count | Frequency (%) | |
| 0 | 6530 | 93.1% | |
| 1 | 482 | 6.9% |
PLAN_REVENUE_AMT
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 47.36380491 |
|---|---|
| Minimum | 25 |
| Maximum | 70 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 25 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 35 |
| Median | 50 |
| Q3 | 50 |
| 95-th percentile | 60 |
| Maximum | 70 |
| Range | 45 |
| Interquartile range | 15 |
Descriptive statistics
| Standard deviation | 9.164536133 |
|---|---|
| Coef of variation | 0.1934923968 |
| Kurtosis | -0.4469437858 |
| Mean | 47.36380491 |
| MAD | 7.338912772 |
| Skewness | 0.05273770121 |
| Sum | 332115 |
| Variance | 83.98872253 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 50 | 2464 | 35.1% | |
| 35 | 1630 | 23.2% | |
| 45 | 1183 | 16.9% | |
| 60 | 719 | 10.3% | |
| 55 | 572 | 8.2% | |
| 30 | 155 | 2.2% | |
| 70 | 151 | 2.2% | |
| 65 | 134 | 1.9% | |
| 25 | 4 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 25 | 4 | 0.1% | |
| 30 | 155 | 2.2% | |
| 35 | 1630 | 23.2% | |
| 45 | 1183 | 16.9% | |
| 50 | 2464 | 35.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 70 | 151 | 2.2% | |
| 65 | 134 | 1.9% | |
| 60 | 719 | 10.3% | |
| 55 | 572 | 8.2% | |
| 50 | 2464 | 35.1% |
prev_rate_plan
Categorical
| Distinct count | 49 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| True Rate $45 | |
|---|---|
| Cricket All_In35 (35N) | |
| Muve Smart (MVADR5) | |
| Other values (46) |
| Value | Count | Frequency (%) | |
| True Rate $45 | 1549 | 22.1% | |
| Cricket All_In35 (35N) | 1433 | 20.4% | |
| Muve Smart (MVADR5) | 1373 | 19.6% | |
| Smart (ADR5) | 516 | 7.4% | |
| Muve Smart (MVADR3) | 511 | 7.3% | |
| ADRSmartphone All_In (ADR1) | 343 | 4.9% | |
| All_In Broadband45 (BBPIA45A) | 213 | 3.0% | |
| Smart (IPHONE3) | 127 | 1.8% | |
| Muve Smart (MVADR4) | 98 | 1.4% | |
| Smart (ADR3) | 93 | 1.3% | |
| Other values (39) | 756 | 10.8% |
| Max length | 36 |
|---|---|
| Mean length | 18.74401027 |
| Min length | 7 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
prev_rev_amt
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 47.229749 |
|---|---|
| Minimum | 30 |
| Maximum | 80 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 45 |
| Median | 50 |
| Q3 | 50 |
| 95-th percentile | 60 |
| Maximum | 80 |
| Range | 50 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 8.968421711 |
|---|---|
| Coef of variation | 0.189889252 |
| Kurtosis | -0.2936897529 |
| Mean | 47.229749 |
| MAD | 7.100125236 |
| Skewness | 0.1763735576 |
| Sum | 331175 |
| Variance | 80.43258798 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 50 | 2026 | 28.9% | |
| 45 | 1771 | 25.3% | |
| 35 | 1524 | 21.7% | |
| 60 | 696 | 9.9% | |
| 55 | 567 | 8.1% | |
| 70 | 153 | 2.2% | |
| 65 | 139 | 2.0% | |
| 30 | 133 | 1.9% | |
| 40 | 2 | < 0.1% | |
| 80 | 1 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 30 | 133 | 1.9% | |
| 35 | 1524 | 21.7% | |
| 40 | 2 | < 0.1% | |
| 45 | 1771 | 25.3% | |
| 50 | 2026 | 28.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 80 | 1 | < 0.1% | |
| 70 | 153 | 2.2% | |
| 65 | 139 | 2.0% | |
| 60 | 696 | 9.9% | |
| 55 | 567 | 8.1% |
professinal_occ
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 5810 | 82.9% | |
| 1 | 1202 | 17.1% |
q
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| DISC | |
|---|---|
| ACTIVE | |
| 30 DAY | 171 |
| Value | Count | Frequency (%) | |
| DISC | 4460 | 63.6% | |
| ACTIVE | 2351 | 33.5% | |
| 30 DAY | 171 | 2.4% | |
| PREPAY | 30 | 0.4% |
| Max length | 6 |
|---|---|
| Mean length | 4.727895037 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
RATE_PLAN_NAME
Categorical
| Distinct count | 45 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Muve Smart (MVADR5) | |
|---|---|
| Cricket All_In35 (35N) | |
| True Rate $45 | |
| Other values (42) |
| Value | Count | Frequency (%) | |
| Muve Smart (MVADR5) | 1743 | 24.9% | |
| Cricket All_In35 (35N) | 1517 | 21.6% | |
| True Rate $45 | 936 | 13.3% | |
| Smart (ADR5) | 516 | 7.4% | |
| Muve Smart (MVADR3) | 511 | 7.3% | |
| ADRSmartphone All_In (ADR1) | 339 | 4.8% | |
| All_In Broadband45 (BBPIA45A) | 243 | 3.5% | |
| Smart (IPHONE3) | 151 | 2.2% | |
| Smart (ADR3) | 99 | 1.4% | |
| All_In Broadband65 (BBPIA65A) | 94 | 1.3% | |
| Other values (35) | 863 | 12.3% |
| Max length | 36 |
|---|---|
| Mean length | 19.4774672 |
| Min length | 7 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
Religious_Magazine
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 3 |
| Value | Count | Frequency (%) | |
| 0 | 7009 | > 99.9% | |
| 1 | 3 | < 0.1% |
retired_occ
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 746 |
| Value | Count | Frequency (%) | |
| 0 | 6266 | 89.4% | |
| 1 | 746 | 10.6% |
RETURNS_COUNT
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 23 |
| Value | Count | Frequency (%) | |
| 1 | 6989 | 99.7% | |
| 0 | 23 | 0.3% |
sales_occ
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 479 |
| Value | Count | Frequency (%) | |
| 0 | 6533 | 93.2% | |
| 1 | 479 | 6.8% |
SERVICE_TYPE
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Voice Service | |
|---|---|
| Broadband Service | 466 |
| Unknown | 18 |
| Value | Count | Frequency (%) | |
| Voice Service | 6528 | 93.1% | |
| Broadband Service | 466 | 6.6% | |
| Unknown | 18 | 0.3% |
| Max length | 17 |
|---|---|
| Mean length | 13.25042784 |
| Min length | 7 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
SMS_1MONTH_TO_DEACT
Numeric
| Distinct count | 1460 |
|---|---|
| Unique (%) | 20.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 337.8254421 |
|---|---|
| Minimum | 0 |
| Maximum | 11167 |
| Zeros (%) | 54.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 269 |
| 95-th percentile | 1903.45 |
| Maximum | 11167 |
| Range | 11167 |
| Interquartile range | 269 |
Descriptive statistics
| Standard deviation | 801.0577277 |
|---|---|
| Coef of variation | 2.371217877 |
| Kurtosis | 22.48666406 |
| Mean | 337.8254421 |
| MAD | 475.7941373 |
| Skewness | 4.033783839 |
| Sum | 2368832 |
| Variance | 641693.4831 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 3788 | 54.0% | |
| 1 | 97 | 1.4% | |
| 2 | 69 | 1.0% | |
| 3 | 49 | 0.7% | |
| 4 | 42 | 0.6% | |
| 5 | 28 | 0.4% | |
| 8 | 25 | 0.4% | |
| 6 | 22 | 0.3% | |
| 7 | 22 | 0.3% | |
| 12 | 19 | 0.3% | |
| Other values (1450) | 2851 | 40.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3788 | 54.0% | |
| 1 | 97 | 1.4% | |
| 2 | 69 | 1.0% | |
| 3 | 49 | 0.7% | |
| 4 | 42 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11167 | 1 | < 0.1% | |
| 8634 | 1 | < 0.1% | |
| 7546 | 1 | < 0.1% | |
| 7537 | 1 | < 0.1% | |
| 6985 | 1 | < 0.1% |
SMS_2MONTH_TO_DEACT
Numeric
| Distinct count | 1582 |
|---|---|
| Unique (%) | 22.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 389.4740445 |
|---|---|
| Minimum | 0 |
| Maximum | 9642 |
| Zeros (%) | 45.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 10 |
| Q3 | 404.25 |
| 95-th percentile | 2015.15 |
| Maximum | 9642 |
| Range | 9642 |
| Interquartile range | 404.25 |
Descriptive statistics
| Standard deviation | 812.3853165 |
|---|---|
| Coef of variation | 2.085852262 |
| Kurtosis | 16.82190435 |
| Mean | 389.4740445 |
| MAD | 505.9680361 |
| Skewness | 3.557903279 |
| Sum | 2730992 |
| Variance | 659969.9025 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 3182 | 45.4% | |
| 1 | 73 | 1.0% | |
| 2 | 57 | 0.8% | |
| 3 | 42 | 0.6% | |
| 5 | 27 | 0.4% | |
| 8 | 25 | 0.4% | |
| 4 | 24 | 0.3% | |
| 10 | 24 | 0.3% | |
| 7 | 22 | 0.3% | |
| 6 | 22 | 0.3% | |
| Other values (1572) | 3514 | 50.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3182 | 45.4% | |
| 1 | 73 | 1.0% | |
| 2 | 57 | 0.8% | |
| 3 | 42 | 0.6% | |
| 4 | 24 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9642 | 1 | < 0.1% | |
| 8064 | 1 | < 0.1% | |
| 8024 | 1 | < 0.1% | |
| 6517 | 1 | < 0.1% | |
| 6499 | 1 | < 0.1% |
SMS_3MONTH_TO_DEACT
Numeric
| Distinct count | 1347 |
|---|---|
| Unique (%) | 19.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 297.6496007 |
|---|---|
| Minimum | 0 |
| Maximum | 9749 |
| Zeros (%) | 59.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 208 |
| 95-th percentile | 1708.8 |
| Maximum | 9749 |
| Range | 9749 |
| Interquartile range | 208 |
Descriptive statistics
| Standard deviation | 749.0499706 |
|---|---|
| Coef of variation | 2.516549557 |
| Kurtosis | 24.40975264 |
| Mean | 297.6496007 |
| MAD | 428.8362393 |
| Skewness | 4.2685931 |
| Sum | 2087119 |
| Variance | 561075.8585 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 4179 | 59.6% | |
| 1 | 61 | 0.9% | |
| 2 | 40 | 0.6% | |
| 4 | 27 | 0.4% | |
| 3 | 25 | 0.4% | |
| 8 | 19 | 0.3% | |
| 6 | 18 | 0.3% | |
| 5 | 17 | 0.2% | |
| 9 | 16 | 0.2% | |
| 7 | 15 | 0.2% | |
| Other values (1337) | 2595 | 37.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 4179 | 59.6% | |
| 1 | 61 | 0.9% | |
| 2 | 40 | 0.6% | |
| 3 | 25 | 0.4% | |
| 4 | 27 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9749 | 1 | < 0.1% | |
| 8641 | 1 | < 0.1% | |
| 8032 | 1 | < 0.1% | |
| 6775 | 1 | < 0.1% | |
| 6577 | 1 | < 0.1% |
SUB_ACTIVE_PHONE_COUNT
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.335282373 |
|---|---|
| Minimum | 1 |
| Maximum | 35 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 35 |
| Range | 34 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.9918187041 |
|---|---|
| Coef of variation | 0.7427782499 |
| Kurtosis | 475.8330685 |
| Mean | 1.335282373 |
| MAD | 0.5176507374 |
| Skewness | 16.28422318 |
| Sum | 9363 |
| Variance | 0.9837043419 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 1 | 5413 | 77.2% | |
| 2 | 1163 | 16.6% | |
| 3 | 298 | 4.2% | |
| 4 | 92 | 1.3% | |
| 5 | 25 | 0.4% | |
| 6 | 10 | 0.1% | |
| 7 | 4 | 0.1% | |
| 35 | 2 | < 0.1% | |
| 8 | 2 | < 0.1% | |
| 26 | 1 | < 0.1% | |
| Other values (2) | 2 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 5413 | 77.2% | |
| 2 | 1163 | 16.6% | |
| 3 | 298 | 4.2% | |
| 4 | 92 | 1.3% | |
| 5 | 25 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 35 | 2 | < 0.1% | |
| 26 | 1 | < 0.1% | |
| 24 | 1 | < 0.1% | |
| 13 | 1 | < 0.1% | |
| 8 | 2 | < 0.1% |
SUB_COMP_NAME
Categorical
| Distinct count | 35 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| Cricket | 2 |
| Chef Crespi | 1 |
| Other values (32) | 32 |
| Value | Count | Frequency (%) | |
| 0 | 6977 | 99.5% | |
| Cricket | 2 | < 0.1% | |
| Chef Crespi | 1 | < 0.1% | |
| BTOP - Whipple | 1 | < 0.1% | |
| IRC | 1 | < 0.1% | |
| A & J PROFESSIONAL CLEANING | 1 | < 0.1% | |
| munoz multi media | 1 | < 0.1% | |
| BTOP - Thomas | 1 | < 0.1% | |
| Bulldog Recovery Co. | 1 | < 0.1% | |
| BRITNEY SPARKS | 1 | < 0.1% | |
| Other values (25) | 25 | 0.4% |
| Max length | 30 |
|---|---|
| Mean length | 1.074871649 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
SUB_DISC_REASON
Categorical
| Distinct count | 24 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| NP | |
|---|---|
| 0 | |
| PO | 315 |
| Other values (21) | 336 |
| Value | Count | Frequency (%) | |
| NP | 3809 | 54.3% | |
| 0 | 2552 | 36.4% | |
| PO | 315 | 4.5% | |
| FH | 71 | 1.0% | |
| TR | 51 | 0.7% | |
| BC | 39 | 0.6% | |
| BR | 30 | 0.4% | |
| MV | 16 | 0.2% | |
| NT | 15 | 0.2% | |
| OC | 14 | 0.2% | |
| Other values (14) | 100 | 1.4% |
| Max length | 2 |
|---|---|
| Mean length | 1.636052481 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
SUB_LPAY_AMT
Numeric
| Distinct count | 3659 |
|---|---|
| Unique (%) | 52.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 59.04212208 |
|---|---|
| Minimum | -220.48 |
| Maximum | 1901 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -220.48 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 38.7 |
| Median | 51.925 |
| Q3 | 66 |
| 95-th percentile | 120.9045 |
| Maximum | 1901 |
| Range | 2121.48 |
| Interquartile range | 27.3 |
Descriptive statistics
| Standard deviation | 50.40169478 |
|---|---|
| Coef of variation | 0.8536565592 |
| Kurtosis | 535.8106221 |
| Mean | 59.04212208 |
| MAD | 24.57325063 |
| Skewness | 16.25867286 |
| Sum | 414003.36 |
| Variance | 2540.330837 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 45 | 173 | 2.5% | |
| 35 | 109 | 1.6% | |
| 51 | 105 | 1.5% | |
| 50 | 87 | 1.2% | |
| 36 | 72 | 1.0% | |
| 17 | 70 | 1.0% | |
| 65 | 50 | 0.7% | |
| 46 | 45 | 0.6% | |
| 34 | 40 | 0.6% | |
| 30 | 37 | 0.5% | |
| Other values (3649) | 6224 | 88.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -220.48 | 1 | < 0.1% | |
| -95.44 | 1 | < 0.1% | |
| -90 | 1 | < 0.1% | |
| -89.35 | 1 | < 0.1% | |
| -81.65 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1901 | 2 | < 0.1% | |
| 996.52 | 1 | < 0.1% | |
| 804 | 1 | < 0.1% | |
| 549.63 | 1 | < 0.1% | |
| 473.7 | 1 | < 0.1% |
technical_occ
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 627 |
| Value | Count | Frequency (%) | |
| 0 | 6385 | 91.1% | |
| 1 | 627 | 8.9% |
tenure
Numeric
| Distinct count | 426 |
|---|---|
| Unique (%) | 6.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 166.1688534 |
|---|---|
| Minimum | 0 |
| Maximum | 425 |
| Zeros (%) | 1.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 62 |
| Median | 150 |
| Q3 | 241 |
| 95-th percentile | 378 |
| Maximum | 425 |
| Range | 425 |
| Interquartile range | 179 |
Descriptive statistics
| Standard deviation | 107.7412576 |
|---|---|
| Coef of variation | 0.6483841911 |
| Kurtosis | -0.6091776481 |
| Mean | 166.1688534 |
| MAD | 90.79619585 |
| Skewness | 0.614643054 |
| Sum | 1165176 |
| Variance | 11608.17859 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 60 | 807 | 11.5% | |
| 91 | 264 | 3.8% | |
| 58 | 253 | 3.6% | |
| 121 | 194 | 2.8% | |
| 211 | 162 | 2.3% | |
| 180 | 137 | 2.0% | |
| 89 | 129 | 1.8% | |
| 61 | 128 | 1.8% | |
| 119 | 122 | 1.7% | |
| 90 | 118 | 1.7% | |
| Other values (416) | 4698 | 67.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 74 | 1.1% | |
| 1 | 16 | 0.2% | |
| 2 | 13 | 0.2% | |
| 3 | 10 | 0.1% | |
| 4 | 8 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 425 | 7 | 0.1% | |
| 424 | 10 | 0.1% | |
| 423 | 13 | 0.2% | |
| 422 | 7 | 0.1% | |
| 421 | 4 | 0.1% |
TOTAL_CALLS_MADE_10MONTH
Numeric
| Distinct count | 603 |
|---|---|
| Unique (%) | 8.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 55.61965203 |
|---|---|
| Minimum | 0 |
| Maximum | 3459 |
| Zeros (%) | 82.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 389 |
| Maximum | 3459 |
| Range | 3459 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 188.1917802 |
|---|---|
| Coef of variation | 3.383548321 |
| Kurtosis | 49.27444605 |
| Mean | 55.61965203 |
| MAD | 93.89544958 |
| Skewness | 5.705413623 |
| Sum | 390005 |
| Variance | 35416.14614 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 5758 | 82.1% | |
| 1 | 21 | 0.3% | |
| 3 | 16 | 0.2% | |
| 7 | 13 | 0.2% | |
| 2 | 12 | 0.2% | |
| 4 | 11 | 0.2% | |
| 5 | 10 | 0.1% | |
| 102 | 8 | 0.1% | |
| 23 | 8 | 0.1% | |
| 38 | 8 | 0.1% | |
| Other values (593) | 1147 | 16.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 5758 | 82.1% | |
| 1 | 21 | 0.3% | |
| 2 | 12 | 0.2% | |
| 3 | 16 | 0.2% | |
| 4 | 11 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3459 | 1 | < 0.1% | |
| 2815 | 1 | < 0.1% | |
| 2768 | 1 | < 0.1% | |
| 1808 | 1 | < 0.1% | |
| 1787 | 1 | < 0.1% |
TOTAL_CALLS_MADE_11MONTH
Numeric
| Distinct count | 529 |
|---|---|
| Unique (%) | 7.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 41.13648032 |
|---|---|
| Minimum | 0 |
| Maximum | 3162 |
| Zeros (%) | 86.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 293 |
| Maximum | 3162 |
| Range | 3162 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 161.3889755 |
|---|---|
| Coef of variation | 3.923256785 |
| Kurtosis | 62.78336272 |
| Mean | 41.13648032 |
| MAD | 72.34522654 |
| Skewness | 6.506821845 |
| Sum | 288449 |
| Variance | 26046.40142 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 6063 | 86.5% | |
| 1 | 17 | 0.2% | |
| 6 | 10 | 0.1% | |
| 9 | 10 | 0.1% | |
| 4 | 8 | 0.1% | |
| 2 | 8 | 0.1% | |
| 7 | 7 | 0.1% | |
| 11 | 7 | 0.1% | |
| 36 | 6 | 0.1% | |
| 41 | 6 | 0.1% | |
| Other values (519) | 870 | 12.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6063 | 86.5% | |
| 1 | 17 | 0.2% | |
| 2 | 8 | 0.1% | |
| 3 | 5 | 0.1% | |
| 4 | 8 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3162 | 1 | < 0.1% | |
| 2503 | 1 | < 0.1% | |
| 2289 | 1 | < 0.1% | |
| 2285 | 1 | < 0.1% | |
| 1817 | 1 | < 0.1% |
TOTAL_CALLS_MADE_12MONTH
Numeric
| Distinct count | 496 |
|---|---|
| Unique (%) | 7.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 51.30590416 |
|---|---|
| Minimum | 0 |
| Maximum | 5626 |
| Zeros (%) | 90.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 278 |
| Maximum | 5626 |
| Range | 5626 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 259.0477044 |
|---|---|
| Coef of variation | 5.04908175 |
| Kurtosis | 103.2115494 |
| Mean | 51.30590416 |
| MAD | 93.69059418 |
| Skewness | 8.52840772 |
| Sum | 359757 |
| Variance | 67105.71314 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 6312 | 90.0% | |
| 1 | 12 | 0.2% | |
| 17 | 9 | 0.1% | |
| 9 | 8 | 0.1% | |
| 7 | 6 | 0.1% | |
| 5 | 6 | 0.1% | |
| 2 | 5 | 0.1% | |
| 3 | 5 | 0.1% | |
| 48 | 4 | 0.1% | |
| 267 | 4 | 0.1% | |
| Other values (486) | 641 | 9.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6312 | 90.0% | |
| 1 | 12 | 0.2% | |
| 2 | 5 | 0.1% | |
| 3 | 5 | 0.1% | |
| 4 | 4 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5626 | 1 | < 0.1% | |
| 5120 | 1 | < 0.1% | |
| 4057 | 1 | < 0.1% | |
| 3770 | 1 | < 0.1% | |
| 3484 | 1 | < 0.1% |
TOTAL_CALLS_MADE_1MONTH
Numeric
| Distinct count | 1304 |
|---|---|
| Unique (%) | 18.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 391.2107815 |
|---|---|
| Minimum | 0 |
| Maximum | 6399 |
| Zeros (%) | 1.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 148 |
| Median | 281 |
| Q3 | 510 |
| 95-th percentile | 1116 |
| Maximum | 6399 |
| Range | 6399 |
| Interquartile range | 362 |
Descriptive statistics
| Standard deviation | 383.5170687 |
|---|---|
| Coef of variation | 0.9803335869 |
| Kurtosis | 20.46115956 |
| Mean | 391.2107815 |
| MAD | 263.8325901 |
| Skewness | 2.986004987 |
| Sum | 2743170 |
| Variance | 147085.342 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 281 | 482 | 6.9% | |
| 0 | 78 | 1.1% | |
| 1 | 56 | 0.8% | |
| 3 | 39 | 0.6% | |
| 2 | 35 | 0.5% | |
| 58 | 22 | 0.3% | |
| 168 | 21 | 0.3% | |
| 6 | 20 | 0.3% | |
| 226 | 20 | 0.3% | |
| 93 | 19 | 0.3% | |
| Other values (1294) | 6220 | 88.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 78 | 1.1% | |
| 1 | 56 | 0.8% | |
| 2 | 35 | 0.5% | |
| 3 | 39 | 0.6% | |
| 4 | 18 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6399 | 1 | < 0.1% | |
| 5627 | 1 | < 0.1% | |
| 3648 | 1 | < 0.1% | |
| 3345 | 1 | < 0.1% | |
| 3317 | 1 | < 0.1% |
TOTAL_CALLS_MADE_2MONTH
Numeric
| Distinct count | 1210 |
|---|---|
| Unique (%) | 17.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 305.6675699 |
|---|---|
| Minimum | 0 |
| Maximum | 3955 |
| Zeros (%) | 10.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 56 |
| Median | 183 |
| Q3 | 418 |
| 95-th percentile | 1009.45 |
| Maximum | 3955 |
| Range | 3955 |
| Interquartile range | 362 |
Descriptive statistics
| Standard deviation | 362.8367949 |
|---|---|
| Coef of variation | 1.187030718 |
| Kurtosis | 9.992741372 |
| Mean | 305.6675699 |
| MAD | 252.7424761 |
| Skewness | 2.540865918 |
| Sum | 2143341 |
| Variance | 131650.5397 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 711 | 10.1% | |
| 171 | 477 | 6.8% | |
| 1 | 95 | 1.4% | |
| 2 | 66 | 0.9% | |
| 3 | 46 | 0.7% | |
| 4 | 41 | 0.6% | |
| 5 | 39 | 0.6% | |
| 7 | 31 | 0.4% | |
| 6 | 30 | 0.4% | |
| 8 | 27 | 0.4% | |
| Other values (1200) | 5449 | 77.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 711 | 10.1% | |
| 1 | 95 | 1.4% | |
| 2 | 66 | 0.9% | |
| 3 | 46 | 0.7% | |
| 4 | 41 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3955 | 1 | < 0.1% | |
| 3386 | 1 | < 0.1% | |
| 3230 | 1 | < 0.1% | |
| 3223 | 1 | < 0.1% | |
| 2966 | 1 | < 0.1% |
TOTAL_CALLS_MADE_3MONTH
Numeric
| Distinct count | 1144 |
|---|---|
| Unique (%) | 16.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 252.6858243 |
|---|---|
| Minimum | 0 |
| Maximum | 3623 |
| Zeros (%) | 25.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 110 |
| Q3 | 358.25 |
| 95-th percentile | 949 |
| Maximum | 3623 |
| Range | 3623 |
| Interquartile range | 358.25 |
Descriptive statistics
| Standard deviation | 354.2432529 |
|---|---|
| Coef of variation | 1.401911856 |
| Kurtosis | 10.56026732 |
| Mean | 252.6858243 |
| MAD | 248.9727961 |
| Skewness | 2.629827325 |
| Sum | 1771833 |
| Variance | 125488.2823 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1787 | 25.5% | |
| 81 | 477 | 6.8% | |
| 1 | 60 | 0.9% | |
| 2 | 42 | 0.6% | |
| 3 | 35 | 0.5% | |
| 4 | 30 | 0.4% | |
| 5 | 25 | 0.4% | |
| 8 | 20 | 0.3% | |
| 6 | 18 | 0.3% | |
| 14 | 18 | 0.3% | |
| Other values (1134) | 4500 | 64.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1787 | 25.5% | |
| 1 | 60 | 0.9% | |
| 2 | 42 | 0.6% | |
| 3 | 35 | 0.5% | |
| 4 | 30 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3623 | 1 | < 0.1% | |
| 3600 | 1 | < 0.1% | |
| 3115 | 1 | < 0.1% | |
| 3050 | 1 | < 0.1% | |
| 2963 | 1 | < 0.1% |
TOTAL_CALLS_MADE_4MONTH
Numeric
| Distinct count | 1083 |
|---|---|
| Unique (%) | 15.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 214.6969481 |
|---|---|
| Minimum | 0 |
| Maximum | 4891 |
| Zeros (%) | 35.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 50 |
| Q3 | 311.25 |
| 95-th percentile | 895.8 |
| Maximum | 4891 |
| Range | 4891 |
| Interquartile range | 311.25 |
Descriptive statistics
| Standard deviation | 345.9369676 |
|---|---|
| Coef of variation | 1.611280322 |
| Kurtosis | 16.37983287 |
| Mean | 214.6969481 |
| MAD | 239.09241 |
| Skewness | 3.074821898 |
| Sum | 1505455 |
| Variance | 119672.3855 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2487 | 35.5% | |
| 3 | 489 | 7.0% | |
| 1 | 52 | 0.7% | |
| 2 | 34 | 0.5% | |
| 5 | 26 | 0.4% | |
| 4 | 25 | 0.4% | |
| 7 | 21 | 0.3% | |
| 33 | 20 | 0.3% | |
| 20 | 16 | 0.2% | |
| 57 | 14 | 0.2% | |
| Other values (1073) | 3828 | 54.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2487 | 35.5% | |
| 1 | 52 | 0.7% | |
| 2 | 34 | 0.5% | |
| 3 | 489 | 7.0% | |
| 4 | 25 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4891 | 1 | < 0.1% | |
| 3600 | 1 | < 0.1% | |
| 3599 | 1 | < 0.1% | |
| 3168 | 1 | < 0.1% | |
| 2972 | 1 | < 0.1% |
TOTAL_CALLS_MADE_5MONTH
Numeric
| Distinct count | 1026 |
|---|---|
| Unique (%) | 14.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 184.9107245 |
|---|---|
| Minimum | 0 |
| Maximum | 5712 |
| Zeros (%) | 48.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 3 |
| Q3 | 259 |
| 95-th percentile | 816.45 |
| Maximum | 5712 |
| Range | 5712 |
| Interquartile range | 259 |
Descriptive statistics
| Standard deviation | 336.2519271 |
|---|---|
| Coef of variation | 1.818455517 |
| Kurtosis | 29.8622248 |
| Mean | 184.9107245 |
| MAD | 222.0155741 |
| Skewness | 3.914787531 |
| Sum | 1296594 |
| Variance | 113065.3585 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 3410 | 48.6% | |
| 1 | 51 | 0.7% | |
| 2 | 28 | 0.4% | |
| 5 | 23 | 0.3% | |
| 4 | 22 | 0.3% | |
| 3 | 21 | 0.3% | |
| 206 | 15 | 0.2% | |
| 10 | 15 | 0.2% | |
| 185 | 14 | 0.2% | |
| 162 | 14 | 0.2% | |
| Other values (1016) | 3399 | 48.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3410 | 48.6% | |
| 1 | 51 | 0.7% | |
| 2 | 28 | 0.4% | |
| 3 | 21 | 0.3% | |
| 4 | 22 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5712 | 1 | < 0.1% | |
| 5011 | 1 | < 0.1% | |
| 3583 | 1 | < 0.1% | |
| 3490 | 1 | < 0.1% | |
| 3366 | 1 | < 0.1% |
TOTAL_CALLS_MADE_6MONTH
Numeric
| Distinct count | 945 |
|---|---|
| Unique (%) | 13.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 153.3699373 |
|---|---|
| Minimum | 0 |
| Maximum | 4473 |
| Zeros (%) | 54.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 202.25 |
| 95-th percentile | 733.45 |
| Maximum | 4473 |
| Range | 4473 |
| Interquartile range | 202.25 |
Descriptive statistics
| Standard deviation | 303.4646018 |
|---|---|
| Coef of variation | 1.978644624 |
| Kurtosis | 26.84396504 |
| Mean | 153.3699373 |
| MAD | 196.8338072 |
| Skewness | 3.943398754 |
| Sum | 1075430 |
| Variance | 92090.76457 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 3802 | 54.2% | |
| 1 | 56 | 0.8% | |
| 4 | 33 | 0.5% | |
| 2 | 23 | 0.3% | |
| 3 | 23 | 0.3% | |
| 5 | 20 | 0.3% | |
| 6 | 18 | 0.3% | |
| 11 | 17 | 0.2% | |
| 7 | 16 | 0.2% | |
| 8 | 15 | 0.2% | |
| Other values (935) | 2989 | 42.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3802 | 54.2% | |
| 1 | 56 | 0.8% | |
| 2 | 23 | 0.3% | |
| 3 | 23 | 0.3% | |
| 4 | 33 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4473 | 1 | < 0.1% | |
| 4040 | 1 | < 0.1% | |
| 3700 | 1 | < 0.1% | |
| 3534 | 1 | < 0.1% | |
| 3250 | 1 | < 0.1% |
TOTAL_CALLS_MADE_7MONTH
Numeric
| Distinct count | 873 |
|---|---|
| Unique (%) | 12.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 124.4988591 |
|---|---|
| Minimum | 0 |
| Maximum | 3748 |
| Zeros (%) | 62.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 137.25 |
| 95-th percentile | 648 |
| Maximum | 3748 |
| Range | 3748 |
| Interquartile range | 137.25 |
Descriptive statistics
| Standard deviation | 270.7137307 |
|---|---|
| Coef of variation | 2.174427401 |
| Kurtosis | 24.71522246 |
| Mean | 124.4988591 |
| MAD | 172.4252928 |
| Skewness | 3.916079019 |
| Sum | 872986 |
| Variance | 73285.92398 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 4351 | 62.1% | |
| 1 | 45 | 0.6% | |
| 2 | 21 | 0.3% | |
| 3 | 21 | 0.3% | |
| 4 | 20 | 0.3% | |
| 18 | 16 | 0.2% | |
| 12 | 14 | 0.2% | |
| 5 | 13 | 0.2% | |
| 31 | 13 | 0.2% | |
| 22 | 13 | 0.2% | |
| Other values (863) | 2485 | 35.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 4351 | 62.1% | |
| 1 | 45 | 0.6% | |
| 2 | 21 | 0.3% | |
| 3 | 21 | 0.3% | |
| 4 | 20 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3748 | 1 | < 0.1% | |
| 3329 | 1 | < 0.1% | |
| 3267 | 1 | < 0.1% | |
| 3248 | 1 | < 0.1% | |
| 2991 | 1 | < 0.1% |
TOTAL_CALLS_MADE_8MONTH
Highly correlated
This variable is highly correlated with TOTAL_CALLS_MADE_7MONTH and should be ignored for analysis
| Correlation | 1 |
|---|
TOTAL_CALLS_MADE_9MONTH
Numeric
| Distinct count | 793 |
|---|---|
| Unique (%) | 11.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 97.52082145 |
|---|---|
| Minimum | 0 |
| Maximum | 3471 |
| Zeros (%) | 70.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 47 |
| 95-th percentile | 587.45 |
| Maximum | 3471 |
| Range | 3471 |
| Interquartile range | 47 |
Descriptive statistics
| Standard deviation | 243.2611144 |
|---|---|
| Coef of variation | 2.494453089 |
| Kurtosis | 25.97955733 |
| Mean | 97.52082145 |
| MAD | 146.0828156 |
| Skewness | 4.177266983 |
| Sum | 683816 |
| Variance | 59175.96976 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 4911 | 70.0% | |
| 1 | 25 | 0.4% | |
| 4 | 14 | 0.2% | |
| 2 | 13 | 0.2% | |
| 8 | 11 | 0.2% | |
| 63 | 10 | 0.1% | |
| 5 | 10 | 0.1% | |
| 6 | 10 | 0.1% | |
| 30 | 10 | 0.1% | |
| 7 | 10 | 0.1% | |
| Other values (783) | 1988 | 28.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 4911 | 70.0% | |
| 1 | 25 | 0.4% | |
| 2 | 13 | 0.2% | |
| 3 | 9 | 0.1% | |
| 4 | 14 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3471 | 1 | < 0.1% | |
| 3046 | 1 | < 0.1% | |
| 2787 | 1 | < 0.1% | |
| 2710 | 1 | < 0.1% | |
| 2394 | 1 | < 0.1% |
total_data
Numeric
| Distinct count | 6672 |
|---|---|
| Unique (%) | 95.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4997444115 |
|---|---|
| Minimum | 0 |
| Maximum | 1.84e+11 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2286686.9 |
| Q1 | 145314630.8 |
| Median | 1584202504 |
| Q3 | 6449820890 |
| 95-th percentile | 2.017636371e+10 |
| Maximum | 1.84e+11 |
| Range | 1.84e+11 |
| Interquartile range | 6304506259 |
Descriptive statistics
| Standard deviation | 8669149854 |
|---|---|
| Coef of variation | 1.734716718 |
| Kurtosis | 65.42777484 |
| Mean | 4997444115 |
| MAD | 5395651100 |
| Skewness | 5.349182039 |
| Sum | 3.504207813e+13 |
| Variance | 7.51541592e+19 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 656580623 | 337 | 4.8% | |
| 0 | 3 | < 0.1% | |
| 7692 | 3 | < 0.1% | |
| 1.864257797e+10 | 1 | < 0.1% | |
| 2841098364 | 1 | < 0.1% | |
| 9485399128 | 1 | < 0.1% | |
| 5279581562 | 1 | < 0.1% | |
| 50371252 | 1 | < 0.1% | |
| 152406318 | 1 | < 0.1% | |
| 126535877 | 1 | < 0.1% | |
| Other values (6662) | 6662 | 95.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3 | < 0.1% | |
| 40 | 1 | < 0.1% | |
| 183 | 1 | < 0.1% | |
| 215 | 1 | < 0.1% | |
| 600 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.84e+11 | 1 | < 0.1% | |
| 1.83e+11 | 1 | < 0.1% | |
| 9.976371341e+10 | 1 | < 0.1% | |
| 8.694574399e+10 | 1 | < 0.1% | |
| 8.337735642e+10 | 1 | < 0.1% |
total_drop_calls
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.104820308 |
|---|---|
| Minimum | 0 |
| Maximum | 121 |
| Zeros (%) | 98.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 121 |
| Range | 121 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.914368385 |
|---|---|
| Coef of variation | 18.26333485 |
| Kurtosis | 2444.857358 |
| Mean | 0.104820308 |
| MAD | 0.2065910806 |
| Skewness | 43.89367723 |
| Sum | 735 |
| Variance | 3.664806315 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 6910 | 98.5% | |
| 3 | 39 | 0.6% | |
| 2 | 21 | 0.3% | |
| 6 | 17 | 0.2% | |
| 15 | 3 | < 0.1% | |
| 9 | 3 | < 0.1% | |
| 1 | 3 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 10 | 2 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| Other values (10) | 10 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6910 | 98.5% | |
| 1 | 3 | < 0.1% | |
| 2 | 21 | 0.3% | |
| 3 | 39 | 0.6% | |
| 4 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 121 | 1 | < 0.1% | |
| 48 | 1 | < 0.1% | |
| 47 | 1 | < 0.1% | |
| 43 | 1 | < 0.1% | |
| 41 | 1 | < 0.1% |
total_messages
Numeric
| Distinct count | 3784 |
|---|---|
| Unique (%) | 54.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3223.990588 |
|---|---|
| Minimum | 0 |
| Maximum | 56801 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 409.75 |
| Median | 1110 |
| Q3 | 3767.75 |
| 95-th percentile | 13424.85 |
| Maximum | 56801 |
| Range | 56801 |
| Interquartile range | 3358 |
Descriptive statistics
| Standard deviation | 5388.004958 |
|---|---|
| Coef of variation | 1.671222298 |
| Kurtosis | 18.88746572 |
| Mean | 3223.990588 |
| MAD | 3371.263138 |
| Skewness | 3.655535097 |
| Sum | 22606622 |
| Variance | 29030597.43 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 506 | 774 | 11.0% | |
| 1 | 78 | 1.1% | |
| 2 | 55 | 0.8% | |
| 3 | 36 | 0.5% | |
| 5 | 31 | 0.4% | |
| 4 | 28 | 0.4% | |
| 6 | 28 | 0.4% | |
| 11 | 24 | 0.3% | |
| 8 | 23 | 0.3% | |
| 9 | 21 | 0.3% | |
| Other values (3774) | 5914 | 84.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2 | < 0.1% | |
| 1 | 78 | 1.1% | |
| 2 | 55 | 0.8% | |
| 3 | 36 | 0.5% | |
| 4 | 28 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 56801 | 1 | < 0.1% | |
| 56284 | 1 | < 0.1% | |
| 54002 | 1 | < 0.1% | |
| 50822 | 1 | < 0.1% | |
| 50798 | 1 | < 0.1% |
total_minutes
Numeric
| Distinct count | 6498 |
|---|---|
| Unique (%) | 92.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4588.027403 |
|---|---|
| Minimum | 0 |
| Maximum | 162530.214 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 33.96395 |
| Q1 | 798.84575 |
| Median | 2062.875 |
| Q3 | 5780.50575 |
| 95-th percentile | 17032.7466 |
| Maximum | 162530.214 |
| Range | 162530.214 |
| Interquartile range | 4981.66 |
Descriptive statistics
| Standard deviation | 6979.9237 |
|---|---|
| Coef of variation | 1.521334353 |
| Kurtosis | 61.28951452 |
| Mean | 4588.027403 |
| MAD | 4340.578711 |
| Skewness | 5.196474549 |
| Sum | 32171248.15 |
| Variance | 48719334.85 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 1023.933 | 470 | 6.7% | |
| 0.6 | 4 | 0.1% | |
| 0 | 4 | 0.1% | |
| 0.817 | 3 | < 0.1% | |
| 0.833 | 3 | < 0.1% | |
| 2 | 3 | < 0.1% | |
| 0.033 | 3 | < 0.1% | |
| 8.6 | 2 | < 0.1% | |
| 1.4 | 2 | < 0.1% | |
| 1.167 | 2 | < 0.1% | |
| Other values (6488) | 6516 | 92.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 4 | 0.1% | |
| 0.033 | 3 | < 0.1% | |
| 0.05 | 2 | < 0.1% | |
| 0.067 | 1 | < 0.1% | |
| 0.083 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 162530.214 | 1 | < 0.1% | |
| 102082.22 | 1 | < 0.1% | |
| 86010.832 | 1 | < 0.1% | |
| 84796.903 | 1 | < 0.1% | |
| 82896.28 | 1 | < 0.1% |
TOTAL_MINUTES_10MONTH
Numeric
| Distinct count | 1244 |
|---|---|
| Unique (%) | 17.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 134.9691968 |
|---|---|
| Minimum | 0 |
| Maximum | 8080.853 |
| Zeros (%) | 82.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 925.59425 |
| Maximum | 8080.853 |
| Range | 8080.853 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 489.8546552 |
|---|---|
| Coef of variation | 3.629381124 |
| Kurtosis | 60.15180996 |
| Mean | 134.9691968 |
| MAD | 229.5597617 |
| Skewness | 6.436479185 |
| Sum | 946404.008 |
| Variance | 239957.5832 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 5758 | 82.1% | |
| 0.033 | 3 | < 0.1% | |
| 3.8 | 2 | < 0.1% | |
| 0.9 | 2 | < 0.1% | |
| 1.333 | 2 | < 0.1% | |
| 0.267 | 2 | < 0.1% | |
| 44.366 | 2 | < 0.1% | |
| 4.433 | 2 | < 0.1% | |
| 0.367 | 2 | < 0.1% | |
| 2.817 | 2 | < 0.1% | |
| Other values (1234) | 1235 | 17.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 5758 | 82.1% | |
| 0.033 | 3 | < 0.1% | |
| 0.05 | 1 | < 0.1% | |
| 0.067 | 1 | < 0.1% | |
| 0.1 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8080.853 | 1 | < 0.1% | |
| 7500.666 | 1 | < 0.1% | |
| 7484.352 | 1 | < 0.1% | |
| 7100.45 | 1 | < 0.1% | |
| 6942.617 | 1 | < 0.1% |
TOTAL_MINUTES_11MONTH
Numeric
| Distinct count | 945 |
|---|---|
| Unique (%) | 13.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 101.571388 |
|---|---|
| Minimum | 0 |
| Maximum | 8471.421 |
| Zeros (%) | 86.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 679.48975 |
| Maximum | 8471.421 |
| Range | 8471.421 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 438.2640666 |
|---|---|
| Coef of variation | 4.31483782 |
| Kurtosis | 89.96222713 |
| Mean | 101.571388 |
| MAD | 179.3761402 |
| Skewness | 7.870162007 |
| Sum | 712218.573 |
| Variance | 192075.3921 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 6063 | 86.5% | |
| 90.167 | 2 | < 0.1% | |
| 0.117 | 2 | < 0.1% | |
| 2.717 | 2 | < 0.1% | |
| 20.5 | 2 | < 0.1% | |
| 0.433 | 2 | < 0.1% | |
| 68.05 | 1 | < 0.1% | |
| 89.251 | 1 | < 0.1% | |
| 1121.301 | 1 | < 0.1% | |
| 453.883 | 1 | < 0.1% | |
| Other values (935) | 935 | 13.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6063 | 86.5% | |
| 0.033 | 1 | < 0.1% | |
| 0.05 | 1 | < 0.1% | |
| 0.067 | 1 | < 0.1% | |
| 0.083 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8471.421 | 1 | < 0.1% | |
| 7435.253 | 1 | < 0.1% | |
| 7399.503 | 1 | < 0.1% | |
| 7186.634 | 1 | < 0.1% | |
| 6816.902 | 1 | < 0.1% |
TOTAL_MINUTES_12MONTH
Numeric
| Distinct count | 698 |
|---|---|
| Unique (%) | 10.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 126.7610568 |
|---|---|
| Minimum | 0 |
| Maximum | 17903.803 |
| Zeros (%) | 90.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 609.84165 |
| Maximum | 17903.803 |
| Range | 17903.803 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 680.9838665 |
|---|---|
| Coef of variation | 5.372185148 |
| Kurtosis | 147.5838211 |
| Mean | 126.7610568 |
| MAD | 231.9082325 |
| Skewness | 9.93056771 |
| Sum | 888848.53 |
| Variance | 463739.0265 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 6312 | 90.0% | |
| 2.184 | 2 | < 0.1% | |
| 0.067 | 2 | < 0.1% | |
| 3.433 | 2 | < 0.1% | |
| 965.816 | 1 | < 0.1% | |
| 210.084 | 1 | < 0.1% | |
| 86.251 | 1 | < 0.1% | |
| 110.749 | 1 | < 0.1% | |
| 433.883 | 1 | < 0.1% | |
| 331.652 | 1 | < 0.1% | |
| Other values (688) | 688 | 9.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6312 | 90.0% | |
| 0.05 | 1 | < 0.1% | |
| 0.067 | 2 | < 0.1% | |
| 0.217 | 1 | < 0.1% | |
| 0.3 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 17903.803 | 1 | < 0.1% | |
| 13051.538 | 1 | < 0.1% | |
| 12669.903 | 1 | < 0.1% | |
| 9894.389 | 1 | < 0.1% | |
| 8941.567 | 1 | < 0.1% |
TOTAL_MINUTES_1MONTH
Numeric
| Distinct count | 6373 |
|---|---|
| Unique (%) | 90.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 849.6596766 |
|---|---|
| Minimum | 0 |
| Maximum | 21489.294 |
| Zeros (%) | 1.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 13.6479 |
| Q1 | 252.5545 |
| Median | 561.034 |
| Q3 | 1106.292 |
| 95-th percentile | 2564.51105 |
| Maximum | 21489.294 |
| Range | 21489.294 |
| Interquartile range | 853.7375 |
Descriptive statistics
| Standard deviation | 1003.3181 |
|---|---|
| Coef of variation | 1.180847023 |
| Kurtosis | 54.58243543 |
| Mean | 849.6596766 |
| MAD | 642.8898099 |
| Skewness | 4.801701666 |
| Sum | 5957813.652 |
| Variance | 1006647.209 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 561.034 | 470 | 6.7% | |
| 0 | 78 | 1.1% | |
| 0.6 | 4 | 0.1% | |
| 0.75 | 4 | 0.1% | |
| 0.95 | 4 | 0.1% | |
| 0.967 | 3 | < 0.1% | |
| 0.233 | 3 | < 0.1% | |
| 0.817 | 3 | < 0.1% | |
| 1.35 | 3 | < 0.1% | |
| 0.033 | 3 | < 0.1% | |
| Other values (6363) | 6437 | 91.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 78 | 1.1% | |
| 0.033 | 3 | < 0.1% | |
| 0.067 | 1 | < 0.1% | |
| 0.083 | 1 | < 0.1% | |
| 0.117 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 21489.294 | 1 | < 0.1% | |
| 18315.449 | 1 | < 0.1% | |
| 12391.517 | 1 | < 0.1% | |
| 11789.054 | 1 | < 0.1% | |
| 11185.214 | 1 | < 0.1% |
TOTAL_MINUTES_2MONTH
Numeric
| Distinct count | 5657 |
|---|---|
| Unique (%) | 80.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 678.2232316 |
|---|---|
| Minimum | 0 |
| Maximum | 21547.605 |
| Zeros (%) | 10.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 78.37125 |
| Median | 345.584 |
| Q3 | 922.331 |
| 95-th percentile | 2396.34835 |
| Maximum | 21547.605 |
| Range | 21547.605 |
| Interquartile range | 843.95975 |
Descriptive statistics
| Standard deviation | 918.036585 |
|---|---|
| Coef of variation | 1.353590591 |
| Kurtosis | 49.61378122 |
| Mean | 678.2232316 |
| MAD | 611.6982122 |
| Skewness | 4.251795437 |
| Sum | 4755701.3 |
| Variance | 842791.1714 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 711 | 10.1% | |
| 327.916 | 470 | 6.7% | |
| 0.233 | 5 | 0.1% | |
| 1.017 | 5 | 0.1% | |
| 0.6 | 5 | 0.1% | |
| 0.367 | 4 | 0.1% | |
| 0.183 | 4 | 0.1% | |
| 2.083 | 4 | 0.1% | |
| 0.1 | 4 | 0.1% | |
| 0.917 | 4 | 0.1% | |
| Other values (5647) | 5796 | 82.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 711 | 10.1% | |
| 0.017 | 4 | 0.1% | |
| 0.033 | 4 | 0.1% | |
| 0.034 | 1 | < 0.1% | |
| 0.05 | 3 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 21547.605 | 1 | < 0.1% | |
| 10377.568 | 1 | < 0.1% | |
| 9032.332 | 1 | < 0.1% | |
| 9008.935 | 1 | < 0.1% | |
| 8417.487 | 1 | < 0.1% |
TOTAL_MINUTES_3MONTH
Numeric
| Distinct count | 4675 |
|---|---|
| Unique (%) | 66.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 571.3217824 |
|---|---|
| Minimum | 0 |
| Maximum | 18697.972 |
| Zeros (%) | 25.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 191.0255 |
| Q3 | 775.74375 |
| 95-th percentile | 2255.93525 |
| Maximum | 18697.972 |
| Range | 18697.972 |
| Interquartile range | 775.74375 |
Descriptive statistics
| Standard deviation | 916.1421906 |
|---|---|
| Coef of variation | 1.603548506 |
| Kurtosis | 37.63334288 |
| Mean | 571.3217824 |
| MAD | 600.791951 |
| Skewness | 4.117846561 |
| Sum | 4006108.338 |
| Variance | 839316.5134 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1787 | 25.5% | |
| 132.766 | 470 | 6.7% | |
| 0.033 | 5 | 0.1% | |
| 0.1 | 4 | 0.1% | |
| 0.217 | 4 | 0.1% | |
| 0.983 | 3 | < 0.1% | |
| 6.3 | 3 | < 0.1% | |
| 1.15 | 3 | < 0.1% | |
| 1.1 | 3 | < 0.1% | |
| 0.35 | 3 | < 0.1% | |
| Other values (4665) | 4727 | 67.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1787 | 25.5% | |
| 0.017 | 1 | < 0.1% | |
| 0.033 | 5 | 0.1% | |
| 0.05 | 2 | < 0.1% | |
| 0.067 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18697.972 | 1 | < 0.1% | |
| 12675.264 | 1 | < 0.1% | |
| 9193.919 | 1 | < 0.1% | |
| 8835.1 | 1 | < 0.1% | |
| 8005.562 | 1 | < 0.1% |
TOTAL_MINUTES_4MONTH
Numeric
| Distinct count | 4004 |
|---|---|
| Unique (%) | 57.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 495.7200157 |
|---|---|
| Minimum | 0 |
| Maximum | 21846.617 |
| Zeros (%) | 35.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 75.9835 |
| Q3 | 676.588 |
| 95-th percentile | 2159.8752 |
| Maximum | 21846.617 |
| Range | 21846.617 |
| Interquartile range | 676.588 |
Descriptive statistics
| Standard deviation | 897.7666825 |
|---|---|
| Coef of variation | 1.811035774 |
| Kurtosis | 59.32695675 |
| Mean | 495.7200157 |
| MAD | 578.2233265 |
| Skewness | 4.812409068 |
| Sum | 3475988.75 |
| Variance | 805985.0162 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2489 | 35.5% | |
| 2.217 | 470 | 6.7% | |
| 0.183 | 3 | < 0.1% | |
| 1 | 3 | < 0.1% | |
| 0.333 | 3 | < 0.1% | |
| 0.5 | 3 | < 0.1% | |
| 1.367 | 3 | < 0.1% | |
| 1.3 | 2 | < 0.1% | |
| 40.783 | 2 | < 0.1% | |
| 648.166 | 2 | < 0.1% | |
| Other values (3994) | 4032 | 57.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2489 | 35.5% | |
| 0.033 | 2 | < 0.1% | |
| 0.067 | 1 | < 0.1% | |
| 0.083 | 2 | < 0.1% | |
| 0.116 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 21846.617 | 1 | < 0.1% | |
| 10849.633 | 1 | < 0.1% | |
| 9595.468 | 1 | < 0.1% | |
| 8183.115 | 1 | < 0.1% | |
| 8137.419 | 1 | < 0.1% |
TOTAL_MINUTES_5MONTH
Numeric
| Distinct count | 3563 |
|---|---|
| Unique (%) | 50.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 434.4196152 |
|---|---|
| Minimum | 0 |
| Maximum | 20259.356 |
| Zeros (%) | 48.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2.55 |
| Q3 | 549.39925 |
| 95-th percentile | 1971.8191 |
| Maximum | 20259.356 |
| Range | 20259.356 |
| Interquartile range | 549.39925 |
Descriptive statistics
| Standard deviation | 879.3609327 |
|---|---|
| Coef of variation | 2.024220136 |
| Kurtosis | 61.99967475 |
| Mean | 434.4196152 |
| MAD | 540.2643837 |
| Skewness | 5.384243212 |
| Sum | 3046150.342 |
| Variance | 773275.6499 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 3410 | 48.6% | |
| 0.35 | 6 | 0.1% | |
| 2.1 | 2 | < 0.1% | |
| 5.85 | 2 | < 0.1% | |
| 0.983 | 2 | < 0.1% | |
| 0.033 | 2 | < 0.1% | |
| 0.95 | 2 | < 0.1% | |
| 0.533 | 2 | < 0.1% | |
| 1.367 | 2 | < 0.1% | |
| 4.267 | 2 | < 0.1% | |
| Other values (3553) | 3580 | 51.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3410 | 48.6% | |
| 0.017 | 1 | < 0.1% | |
| 0.033 | 2 | < 0.1% | |
| 0.05 | 1 | < 0.1% | |
| 0.067 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20259.356 | 1 | < 0.1% | |
| 11893.019 | 1 | < 0.1% | |
| 11282.584 | 1 | < 0.1% | |
| 10289.296 | 1 | < 0.1% | |
| 10254.035 | 1 | < 0.1% |
TOTAL_MINUTES_6MONTH
Numeric
| Distinct count | 3154 |
|---|---|
| Unique (%) | 45.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 366.3108033 |
|---|---|
| Minimum | 0 |
| Maximum | 22351.386 |
| Zeros (%) | 54.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 419.7255 |
| 95-th percentile | 1783.7983 |
| Maximum | 22351.386 |
| Range | 22351.386 |
| Interquartile range | 419.7255 |
Descriptive statistics
| Standard deviation | 821.3184297 |
|---|---|
| Coef of variation | 2.242135428 |
| Kurtosis | 98.90147402 |
| Mean | 366.3108033 |
| MAD | 485.0250007 |
| Skewness | 6.479951443 |
| Sum | 2568571.353 |
| Variance | 674563.963 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 3803 | 54.2% | |
| 0.033 | 7 | 0.1% | |
| 1.55 | 4 | 0.1% | |
| 1.567 | 3 | < 0.1% | |
| 0.1 | 3 | < 0.1% | |
| 7.183 | 3 | < 0.1% | |
| 0.8 | 3 | < 0.1% | |
| 3.283 | 3 | < 0.1% | |
| 575.951 | 2 | < 0.1% | |
| 734.5 | 2 | < 0.1% | |
| Other values (3144) | 3179 | 45.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3803 | 54.2% | |
| 0.017 | 1 | < 0.1% | |
| 0.033 | 7 | 0.1% | |
| 0.05 | 1 | < 0.1% | |
| 0.067 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 22351.386 | 1 | < 0.1% | |
| 12754.885 | 1 | < 0.1% | |
| 10058.786 | 1 | < 0.1% | |
| 8751.001 | 1 | < 0.1% | |
| 8627.967 | 1 | < 0.1% |
TOTAL_MINUTES_7MONTH
Numeric
| Distinct count | 2622 |
|---|---|
| Unique (%) | 37.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 297.5939795 |
|---|---|
| Minimum | 0 |
| Maximum | 12861.519 |
| Zeros (%) | 62.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 269.86675 |
| 95-th percentile | 1609.99915 |
| Maximum | 12861.519 |
| Range | 12861.519 |
| Interquartile range | 269.86675 |
Descriptive statistics
| Standard deviation | 706.9644641 |
|---|---|
| Coef of variation | 2.375600694 |
| Kurtosis | 41.61618888 |
| Mean | 297.5939795 |
| MAD | 421.3709671 |
| Skewness | 4.882803006 |
| Sum | 2086728.984 |
| Variance | 499798.7535 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 4351 | 62.1% | |
| 0.433 | 4 | 0.1% | |
| 0.033 | 4 | 0.1% | |
| 0.083 | 3 | < 0.1% | |
| 0.583 | 3 | < 0.1% | |
| 1.35 | 3 | < 0.1% | |
| 268.617 | 3 | < 0.1% | |
| 1.683 | 3 | < 0.1% | |
| 0.067 | 2 | < 0.1% | |
| 5.767 | 2 | < 0.1% | |
| Other values (2612) | 2634 | 37.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 4351 | 62.1% | |
| 0.033 | 4 | 0.1% | |
| 0.05 | 1 | < 0.1% | |
| 0.067 | 2 | < 0.1% | |
| 0.083 | 3 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12861.519 | 1 | < 0.1% | |
| 10160.786 | 1 | < 0.1% | |
| 8689.369 | 1 | < 0.1% | |
| 8648.137 | 1 | < 0.1% | |
| 7820.566 | 1 | < 0.1% |
TOTAL_MINUTES_8MONTH
Highly correlated
This variable is highly correlated with TOTAL_MINUTES_7MONTH and should be ignored for analysis
| Correlation | 1 |
|---|
TOTAL_MINUTES_9MONTH
Numeric
| Distinct count | 2084 |
|---|---|
| Unique (%) | 29.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 233.8826778 |
|---|---|
| Minimum | 0 |
| Maximum | 11265.152 |
| Zeros (%) | 70.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 77.63625 |
| 95-th percentile | 1417.0267 |
| Maximum | 11265.152 |
| Range | 11265.152 |
| Interquartile range | 77.63625 |
Descriptive statistics
| Standard deviation | 649.7702762 |
|---|---|
| Coef of variation | 2.778188972 |
| Kurtosis | 53.75391123 |
| Mean | 233.8826778 |
| MAD | 355.4996262 |
| Skewness | 5.741655199 |
| Sum | 1639985.337 |
| Variance | 422201.4119 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 0 | 4911 | 70.0% | |
| 57.4 | 2 | < 0.1% | |
| 5.9 | 2 | < 0.1% | |
| 2.766 | 2 | < 0.1% | |
| 25.15 | 2 | < 0.1% | |
| 209.999 | 2 | < 0.1% | |
| 0.15 | 2 | < 0.1% | |
| 0.367 | 2 | < 0.1% | |
| 288.735 | 2 | < 0.1% | |
| 1.45 | 2 | < 0.1% | |
| Other values (2074) | 2083 | 29.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 4911 | 70.0% | |
| 0.033 | 1 | < 0.1% | |
| 0.05 | 2 | < 0.1% | |
| 0.083 | 2 | < 0.1% | |
| 0.117 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11265.152 | 1 | < 0.1% | |
| 10585.396 | 1 | < 0.1% | |
| 8741 | 1 | < 0.1% | |
| 8197.018 | 1 | < 0.1% | |
| 8082.351 | 1 | < 0.1% |
TRANSFER_COUNT
Highly correlated
This variable is highly correlated with RETURNS_COUNT and should be ignored for analysis
| Correlation | 1 |
|---|
TTL_FEAT_COUNT
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.00085568 |
|---|---|
| Minimum | 4 |
| Maximum | 15 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 10 |
| Median | 10 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 15 |
| Range | 11 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.1584382424 |
|---|---|
| Coef of variation | 0.01584246863 |
| Kurtosis | 735.5214503 |
| Mean | 10.00085568 |
| MAD | 0.008268605787 |
| Skewness | 0.4142653577 |
| Sum | 70126 |
| Variance | 0.02510267664 |
| Memory size | 54.9 KiB |
| Value | Count | Frequency (%) | |
| 10 | 6991 | 99.7% | |
| 11 | 5 | 0.1% | |
| 14 | 3 | < 0.1% | |
| 9 | 3 | < 0.1% | |
| 7 | 2 | < 0.1% | |
| 12 | 2 | < 0.1% | |
| 8 | 2 | < 0.1% | |
| 15 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 13 | 1 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 4 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 7 | 2 | < 0.1% | |
| 8 | 2 | < 0.1% | |
| 9 | 3 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 15 | 1 | < 0.1% | |
| 14 | 3 | < 0.1% | |
| 13 | 1 | < 0.1% | |
| 12 | 2 | < 0.1% | |
| 11 | 5 | 0.1% |
WINBACK_ADD_COUNT
Highly correlated
This variable is highly correlated with TRANSFER_COUNT and should be ignored for analysis
| Correlation | 1 |
|---|
First rows
| ABP | ACTIVE_PHONE_FLAG | autobillpay | AVG_CALL_DURATION | AVG_IVR_DURATION | bluecollar_occ | bundle | BUNDLE_STATUS | CALL_1MONTH_TO_DEACT | CALL_2MONTHS_TO_DEACT | CALL_3MONTHS_TO_DEACT | CALLS_10MONTH | CALLS_11MONTH | CALLS_12MONTH | CALLS_1MONTH | CALLS_1MONTH_TO_DEACT | CALLS_2MONTH | CALLS_2MONTH_TO_DEACT | CALLS_3MONTH | CALLS_3MONTH_TO_DEACT | CALLS_4MONTH | CALLS_5MONTH | CALLS_6MONTH | CALLS_7MONTH | CALLS_8MONTH | CALLS_9MONTH | CASH_PAYMENTS | CC_PAYMENTS | CHECK_PAYMENTS | churned | COUPON_ADJUSTMENTS | CPE_COUNT | DATA_1MONTH_TO_DEACT | DATA_2MONTH_TO_DEACT | DATA_3MONTH_TO_DEACT | DATA_USED_10MONTH | DATA_USED_11MONTH | DATA_USED_12MONTH | DATA_USED_1MONTH | DATA_USED_2MONTH | DATA_USED_3MONTH | DATA_USED_4MONTH | DATA_USED_5MONTH | DATA_USED_6MONTH | DATA_USED_7MONTH | DATA_USED_8MONTH | DATA_USED_9MONTH | Disconnect_Reason | DISCONNECT_REASON_NAME | DISTINCT_FEATURE_COUNT | DROP_CALLS_10MONTH | DROP_CALLS_11MONTH | DROP_CALLS_12MONTH | DROP_CALLS_1MONTH | DROP_CALLS_1MONTH_TO_DEACT | DROP_CALLS_2MONTH | DROP_CALLS_2MONTHS_TO_DEACT | DROP_CALLS_3MONTH | DROP_CALLS_3MONTHS_TO_DEACT | DROP_CALLS_4MONTH | DROP_CALLS_5MONTH | DROP_CALLS_6MONTH | DROP_CALLS_7MONTH | DROP_CALLS_8MONTH | DROP_CALLS_9MONTH | EBILL | ebilling | ETHNICITY | farmer_occ | fbnp | FBNP_FLAG | GROSS_ADDS_COUNT | hh_income | hotline | HOTLINE_FLAG | management_occ | MESSAGES_SENT_10MONTH | MESSAGES_SENT_11MONTH | MESSAGES_SENT_12MONTH | MESSAGES_SENT_1MONTH | MESSAGES_SENT_2MONTH | MESSAGES_SENT_3MONTH | MESSAGES_SENT_4MONTH | MESSAGES_SENT_5MONTH | MESSAGES_SENT_6MONTH | MESSAGES_SENT_7MONTH | MESSAGES_SENT_8MONTH | MESSAGES_SENT_9MONTH | never_before_cricket | Num_Adults_in_LU | NUM_DROPPED_CALLS | NUM_IVR_CALLS | NUM_PAYMENTS | Occupation | officeadmin_occ | other_occ | PLAN_REVENUE_AMT | prev_rate_plan | prev_rev_amt | professinal_occ | q | RATE_PLAN_NAME | Religious_Magazine | retired_occ | RETURNS_COUNT | sales_occ | SERVICE_TYPE | SMS_1MONTH_TO_DEACT | SMS_2MONTH_TO_DEACT | SMS_3MONTH_TO_DEACT | SUB_ACTIVE_PHONE_COUNT | SUB_COMP_NAME | SUB_DISC_REASON | SUB_LPAY_AMT | technical_occ | tenure | TOTAL_CALLS_MADE_10MONTH | TOTAL_CALLS_MADE_11MONTH | TOTAL_CALLS_MADE_12MONTH | TOTAL_CALLS_MADE_1MONTH | TOTAL_CALLS_MADE_2MONTH | TOTAL_CALLS_MADE_3MONTH | TOTAL_CALLS_MADE_4MONTH | TOTAL_CALLS_MADE_5MONTH | TOTAL_CALLS_MADE_6MONTH | TOTAL_CALLS_MADE_7MONTH | TOTAL_CALLS_MADE_8MONTH | TOTAL_CALLS_MADE_9MONTH | total_data | total_drop_calls | total_messages | total_minutes | TOTAL_MINUTES_10MONTH | TOTAL_MINUTES_11MONTH | TOTAL_MINUTES_12MONTH | TOTAL_MINUTES_1MONTH | TOTAL_MINUTES_2MONTH | TOTAL_MINUTES_3MONTH | TOTAL_MINUTES_4MONTH | TOTAL_MINUTES_5MONTH | TOTAL_MINUTES_6MONTH | TOTAL_MINUTES_7MONTH | TOTAL_MINUTES_8MONTH | TOTAL_MINUTES_9MONTH | TRANSFER_COUNT | TTL_FEAT_COUNT | WINBACK_ADD_COUNT | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | N | A | 0 | 301.025974 | 83.142857 | 0 | 0 | N | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8 | 0 | 2 | 76 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 954351641 | 969473123 | 2166556298 | 1347405886 | 3612503062 | 3635360439 | 1963721805 | 2691873094 | 0 | 1 | 0 | 13 | 0 | 0 | 39 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | N | 0 | White | 0 | 0 | N | 0 | 14000 | 0 | N | 0 | 0 | 0 | 0 | 1830 | 2370 | 1696 | 1402 | 1918 | 2019 | 556 | 556 | 738 | 0 | 4 | 77 | 21 | 51 | 3 | 0 | 0 | 50 | Android | 55 | 1 | PREPAY | Muve Smart (MVADR5) | 0 | 0 | 0 | 0 | Voice Service | 0 | 0 | 0 | 2 | 0 | 0 | 108.00 | 0 | 229 | 0 | 0 | 0 | 379 | 339 | 297 | 514 | 388 | 289 | 407 | 407 | 270 | 1.734125e+10 | 43 | 13085 | 6284.624 | 0.000 | 0.000 | 0.0 | 684.186 | 609.234 | 710.669 | 982.833 | 833.815 | 530.099 | 662.835 | 662.835 | 608.118 | 0 | 12 | 0 |
| 1 | N | A | 0 | 84.000000 | 124.400000 | 0 | 0 | N | 0 | 0 | 0 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 56 | 20 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 414463610 | 1089635283 | 575437279 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 12 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | N | 0 | African_American | 0 | 0 | N | 1 | 45000 | 0 | N | 0 | 0 | 0 | 0 | 2713 | 2459 | 1207 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 5 | 41 | 4 | 0 | 0 | 60 | Blackberry | 55 | 0 | ACTIVE | Muve Smart (MVADR3) | 0 | 0 | 1 | 1 | Voice Service | 0 | 0 | 0 | 1 | 0 | 0 | 49.75 | 0 | 278 | 0 | 0 | 0 | 281 | 171 | 81 | 3 | 0 | 0 | 0 | 0 | 0 | 2.079536e+09 | 0 | 6379 | 1023.933 | 0.000 | 0.000 | 0.0 | 561.034 | 327.916 | 132.766 | 2.217 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1 | 4 | 1 |
| 2 | N | A | 0 | 84.000000 | 70.611111 | 0 | 0 | N | 0 | 0 | 0 | 0 | 0 | 5 | 1 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 1 | 245 | 35 | 14 | 0 | 0 | 0 | 0 | 0 | 0 | 179322437 | 351065457 | 0 | 823105 | 1178476 | 2730597 | 51578367 | 97290114 | 365853075 | 253834409 | 228384394 | 343659822 | 1 | 0 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | N | 0 | Hispanic | 0 | 0 | N | 1 | 14000 | 0 | N | 0 | 6 | 0 | 0 | 0 | 1 | 1 | 6 | 11 | 10 | 16 | 16 | 46 | 0 | 2 | 0 | 18 | 44 | 2 | 0 | 0 | 55 | True Rate $45 | 45 | 0 | ACTIVE | Smart (IPHONE3) | 0 | 0 | 0 | 0 | Voice Service | 0 | 0 | 0 | 3 | 0 | 0 | 170.21 | 1 | 320 | 273 | 248 | 0 | 287 | 457 | 238 | 296 | 339 | 376 | 194 | 194 | 50 | 1.875720e+09 | 0 | 113 | 5860.926 | 583.151 | 363.251 | 0.0 | 509.949 | 924.316 | 522.420 | 652.502 | 773.037 | 744.032 | 361.400 | 361.400 | 65.468 | 0 | 6 | 0 |
| 3 | N | A | 0 | 93.952756 | 85.250000 | 0 | 1 | Y | 0 | 0 | 0 | 0 | 0 | 5 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 80 | 12 | 44 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4147159291 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 13 | 0 | 3 | 103 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 1 | 8 | 0 | 2 | N | 0 | White | 0 | 0 | N | 1 | 62000 | 0 | N | 0 | 0 | 0 | 0 | 205 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 127 | 8 | 53 | 3 | 0 | 0 | 50 | True Rate $45 | 45 | 1 | ACTIVE | Muve Smart (MVADR5) | 0 | 0 | 0 | 0 | Voice Service | 0 | 0 | 0 | 2 | 0 | 0 | 26.00 | 0 | 21 | 0 | 0 | 0 | 746 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4.147159e+09 | 121 | 205 | 1111.800 | 0.000 | 0.000 | 0.0 | 1111.800 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0 | 11 | 0 |
| 4 | Y | A | 1 | 84.000000 | 150.483444 | 0 | 0 | N | 0 | 0 | 0 | 0 | 7 | 79 | 9 | 0 | 1 | 0 | 4 | 0 | 1 | 3 | 11 | 4 | 8 | 5 | 4 | 76 | 32 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 39870491 | 43889941 | 39693165 | 160106613 | 709656843 | 521893355 | 203751474 | 482464674 | 381102409 | 1 | 0 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | N | 0 | Hispanic | 0 | 0 | N | 0 | 45000 | 0 | N | 0 | 0 | 0 | 0 | 298 | 373 | 181 | 224 | 439 | 225 | 522 | 522 | 376 | 0 | 3 | 0 | 151 | 52 | 9 | 0 | 0 | 45 | Cricket Unlimited | 30 | 0 | ACTIVE | True Rate $45 | 0 | 1 | 0 | 0 | Voice Service | 0 | 0 | 0 | 1 | 0 | 0 | 34.50 | 0 | 260 | 0 | 0 | 0 | 508 | 554 | 550 | 645 | 527 | 637 | 513 | 513 | 494 | 2.582429e+09 | 0 | 3160 | 15355.684 | 0.000 | 0.000 | 0.0 | 1856.982 | 1895.715 | 1891.168 | 2060.204 | 1810.833 | 1538.331 | 1481.517 | 1481.517 | 1339.417 | 0 | 15 | 0 |
| 5 | N | A | 0 | 84.000000 | 67.857140 | 0 | 0 | N | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 112 | 0 | 0 | 0 | 0 | 0 | 0 | 39919 | 0 | 0 | 0 | 0 | 518200000 | 122870000 | 15308661 | 201962 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | N | 0 | White | 0 | 0 | N | 1 | 130000 | 0 | N | 1 | 0 | 0 | 0 | 6 | 2 | 8 | 9 | 8 | 3 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 28 | 1 | 0 | 0 | 35 | True Rate $35 | 35 | 0 | ACTIVE | Cricket All_In35 (35N) | 0 | 0 | 0 | 0 | Voice Service | 0 | 0 | 0 | 2 | 0 | 0 | 66.00 | 0 | 172 | 0 | 0 | 0 | 81 | 72 | 90 | 87 | 96 | 150 | 0 | 0 | 0 | 6.565806e+08 | 0 | 36 | 904.168 | 0.000 | 0.000 | 0.0 | 86.450 | 99.084 | 115.482 | 101.183 | 144.502 | 357.467 | 0.000 | 0.000 | 0.000 | 0 | 7 | 0 |
| 6 | N | A | 0 | 22.000000 | 10.000000 | 0 | 0 | N | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 180 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3383054240 | 978965697 | 172724569 | 1599660413 | 899315418 | 1343772109 | 1742809945 | 1599350259 | 1299886046 | 1064804362 | 449076282 | 588831881 | 1 | 0 | 11 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | N | 0 | Hispanic | 0 | 0 | N | 0 | 25000 | 0 | N | 0 | 872 | 594 | 0 | 2401 | 1735 | 887 | 1175 | 1092 | 1070 | 1102 | 1102 | 1119 | 0 | 3 | 3 | 1 | 26 | 9 | 0 | 0 | 50 | Cricket True_Rate35 (3V5) | 35 | 0 | ACTIVE | Muve Smart (MVADR5) | 0 | 1 | 0 | 0 | Unknown | 0 | 0 | 0 | 5 | 0 | 0 | 228.40 | 0 | 328 | 56 | 5 | 0 | 119 | 104 | 81 | 87 | 57 | 102 | 77 | 77 | 84 | 1.512225e+10 | 3 | 13149 | 447.409 | 44.468 | 2.966 | 0.0 | 78.703 | 51.336 | 27.118 | 48.333 | 18.518 | 66.148 | 32.733 | 32.733 | 44.353 | 0 | 9 | 0 |
| 7 | N | I | 0 | 84.000000 | 18.500000 | 0 | 0 | N | 0 | 0 | 0 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 40 | 0 | 0 | 1 | 0 | 0 | 0 | 39919 | 0 | 0 | 0 | 0 | 518200000 | 122870000 | 15308661 | 201962 | 0 | 0 | 0 | 0 | 0 | 28 | TRANSFER | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | N | 0 | Other | 0 | 0 | N | 1 | 35000 | 0 | N | 1 | 0 | 0 | 0 | 271 | 182 | 52 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 5 | 0 | 4 | 34 | 1 | 0 | 0 | 35 | Smart (ADR5) | 50 | 0 | DISC | Cricket All_In35 (35N) | 0 | 0 | 0 | 0 | Unknown | 0 | 0 | 0 | 2 | 0 | TR | -5.38 | 0 | 0 | 0 | 0 | 0 | 281 | 171 | 81 | 3 | 0 | 0 | 0 | 0 | 0 | 6.565806e+08 | 0 | 506 | 1023.933 | 0.000 | 0.000 | 0.0 | 561.034 | 327.916 | 132.766 | 2.217 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0 | 8 | 0 |
| 8 | N | I | 0 | 84.000000 | 171.571429 | 0 | 0 | N | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 2 | 76 | 0 | 0 | 1 | 0 | 1 | 50334016 | 0 | 0 | 0 | 0 | 0 | 124294833 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | BM | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | N | 0 | White | 0 | 0 | N | 0 | 25000 | 0 | N | 0 | 0 | 0 | 0 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 7 | 39 | 3 | 0 | 0 | 50 | Android | 55 | 1 | DISC | Smart (ADR5) | 0 | 0 | 0 | 0 | Voice Service | 8 | 0 | 0 | 2 | 0 | BM | 115.16 | 0 | 0 | 0 | 0 | 0 | 281 | 171 | 81 | 3 | 0 | 0 | 0 | 0 | 0 | 1.242948e+08 | 0 | 8 | 1023.933 | 0.000 | 0.000 | 0.0 | 561.034 | 327.916 | 132.766 | 2.217 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0 | 11 | 0 |
| 9 | N | A | 0 | 84.000000 | 24.827586 | 0 | 0 | N | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 2 | 0 | 1 | 0 | 2 | 5 | 1 | 2 | 1 | 1 | 96 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 17845764 | 8195660 | 0 | 17387578 | 17515322 | 14620425 | 17998229 | 5353594 | 16934557 | 22720080 | 22592499 | 16255363 | 1 | 0 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | N | 0 | White | 0 | 0 | N | 0 | 35000 | 0 | N | 1 | 72 | 7 | 0 | 476 | 1054 | 1439 | 521 | 82 | 129 | 124 | 124 | 131 | 0 | 2 | 0 | 29 | 28 | 1 | 0 | 0 | 35 | Cricket True_Rate30 (3V0) | 30 | 0 | ACTIVE | Cricket All_In35 (35N) | 0 | 0 | 0 | 0 | Unknown | 0 | 0 | 0 | 2 | 0 | 0 | 72.52 | 0 | 305 | 32 | 1 | 0 | 124 | 179 | 270 | 214 | 150 | 85 | 117 | 117 | 117 | 1.774191e+08 | 0 | 4159 | 2484.155 | 41.783 | 0.083 | 0.0 | 229.583 | 511.368 | 374.784 | 260.333 | 309.649 | 125.150 | 225.669 | 225.669 | 180.084 | 0 | 7 | 0 |
Last rows
| ABP | ACTIVE_PHONE_FLAG | autobillpay | AVG_CALL_DURATION | AVG_IVR_DURATION | bluecollar_occ | bundle | BUNDLE_STATUS | CALL_1MONTH_TO_DEACT | CALL_2MONTHS_TO_DEACT | CALL_3MONTHS_TO_DEACT | CALLS_10MONTH | CALLS_11MONTH | CALLS_12MONTH | CALLS_1MONTH | CALLS_1MONTH_TO_DEACT | CALLS_2MONTH | CALLS_2MONTH_TO_DEACT | CALLS_3MONTH | CALLS_3MONTH_TO_DEACT | CALLS_4MONTH | CALLS_5MONTH | CALLS_6MONTH | CALLS_7MONTH | CALLS_8MONTH | CALLS_9MONTH | CASH_PAYMENTS | CC_PAYMENTS | CHECK_PAYMENTS | churned | COUPON_ADJUSTMENTS | CPE_COUNT | DATA_1MONTH_TO_DEACT | DATA_2MONTH_TO_DEACT | DATA_3MONTH_TO_DEACT | DATA_USED_10MONTH | DATA_USED_11MONTH | DATA_USED_12MONTH | DATA_USED_1MONTH | DATA_USED_2MONTH | DATA_USED_3MONTH | DATA_USED_4MONTH | DATA_USED_5MONTH | DATA_USED_6MONTH | DATA_USED_7MONTH | DATA_USED_8MONTH | DATA_USED_9MONTH | Disconnect_Reason | DISCONNECT_REASON_NAME | DISTINCT_FEATURE_COUNT | DROP_CALLS_10MONTH | DROP_CALLS_11MONTH | DROP_CALLS_12MONTH | DROP_CALLS_1MONTH | DROP_CALLS_1MONTH_TO_DEACT | DROP_CALLS_2MONTH | DROP_CALLS_2MONTHS_TO_DEACT | DROP_CALLS_3MONTH | DROP_CALLS_3MONTHS_TO_DEACT | DROP_CALLS_4MONTH | DROP_CALLS_5MONTH | DROP_CALLS_6MONTH | DROP_CALLS_7MONTH | DROP_CALLS_8MONTH | DROP_CALLS_9MONTH | EBILL | ebilling | ETHNICITY | farmer_occ | fbnp | FBNP_FLAG | GROSS_ADDS_COUNT | hh_income | hotline | HOTLINE_FLAG | management_occ | MESSAGES_SENT_10MONTH | MESSAGES_SENT_11MONTH | MESSAGES_SENT_12MONTH | MESSAGES_SENT_1MONTH | MESSAGES_SENT_2MONTH | MESSAGES_SENT_3MONTH | MESSAGES_SENT_4MONTH | MESSAGES_SENT_5MONTH | MESSAGES_SENT_6MONTH | MESSAGES_SENT_7MONTH | MESSAGES_SENT_8MONTH | MESSAGES_SENT_9MONTH | never_before_cricket | Num_Adults_in_LU | NUM_DROPPED_CALLS | NUM_IVR_CALLS | NUM_PAYMENTS | Occupation | officeadmin_occ | other_occ | PLAN_REVENUE_AMT | prev_rate_plan | prev_rev_amt | professinal_occ | q | RATE_PLAN_NAME | Religious_Magazine | retired_occ | RETURNS_COUNT | sales_occ | SERVICE_TYPE | SMS_1MONTH_TO_DEACT | SMS_2MONTH_TO_DEACT | SMS_3MONTH_TO_DEACT | SUB_ACTIVE_PHONE_COUNT | SUB_COMP_NAME | SUB_DISC_REASON | SUB_LPAY_AMT | technical_occ | tenure | TOTAL_CALLS_MADE_10MONTH | TOTAL_CALLS_MADE_11MONTH | TOTAL_CALLS_MADE_12MONTH | TOTAL_CALLS_MADE_1MONTH | TOTAL_CALLS_MADE_2MONTH | TOTAL_CALLS_MADE_3MONTH | TOTAL_CALLS_MADE_4MONTH | TOTAL_CALLS_MADE_5MONTH | TOTAL_CALLS_MADE_6MONTH | TOTAL_CALLS_MADE_7MONTH | TOTAL_CALLS_MADE_8MONTH | TOTAL_CALLS_MADE_9MONTH | total_data | total_drop_calls | total_messages | total_minutes | TOTAL_MINUTES_10MONTH | TOTAL_MINUTES_11MONTH | TOTAL_MINUTES_12MONTH | TOTAL_MINUTES_1MONTH | TOTAL_MINUTES_2MONTH | TOTAL_MINUTES_3MONTH | TOTAL_MINUTES_4MONTH | TOTAL_MINUTES_5MONTH | TOTAL_MINUTES_6MONTH | TOTAL_MINUTES_7MONTH | TOTAL_MINUTES_8MONTH | TOTAL_MINUTES_9MONTH | TRANSFER_COUNT | TTL_FEAT_COUNT | WINBACK_ADD_COUNT | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7002 | N | I | 0 | 84.000000 | 112.192308 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 1 | 0 | 1 | 88132104 | 1794900447 | 2440383395 | 0 | 0 | 0 | 2922584813 | 1823350901 | 239057335 | 0 | 0 | 0 | 0 | 0 | 0 | 20 | NON-PAYMENT | 11 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | N | 0 | Hispanic | 0 | 0 | N | 1 | 45000 | 0 | N | 0 | 0 | 0 | 0 | 763 | 1623 | 143 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 26 | 4 | 4 | 0 | 0 | 50 | Smart (ADR5) | 50 | 0 | DISC | Smart (ADR5) | 0 | 0 | 1 | 1 | Voice Service | 0 | 1710 | 707 | 1 | 0 | NP | 42.00 | 0 | 94 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 4.984993e+09 | 0 | 2529 | 32.783 | 0.0 | 0.0 | 0.0 | 0.000 | 0.000 | 32.783 | 0.000 | 0.000 | 0.000 | 0.0 | 0.0 | 0.0 | 1 | 10 | 1 |
| 7003 | N | I | 0 | 84.000000 | 67.857140 | 0 | 0 | N | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 70 | 20 | 5 | 1 | 0 | 1 | 0 | 39919 | 0 | 0 | 0 | 0 | 518200000 | 122870000 | 15308661 | 201962 | 0 | 0 | 0 | 0 | 0 | 8 | DUPLICATE ACTIVATION | 11 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | N | 0 | African_American | 0 | 0 | N | 1 | 45000 | 0 | N | 1 | 0 | 0 | 0 | 271 | 182 | 52 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 17 | 1 | 0 | 0 | 35 | Muve Smart (MVADR5) | 50 | 0 | ACTIVE | Cricket All_In35 (35N) | 0 | 0 | 1 | 0 | Voice Service | 0 | 0 | 0 | 2 | 0 | 0 | 41.00 | 0 | 0 | 0 | 0 | 0 | 281 | 171 | 81 | 3 | 0 | 0 | 0 | 0 | 0 | 6.565806e+08 | 0 | 506 | 1023.933 | 0.0 | 0.0 | 0.0 | 561.034 | 327.916 | 132.766 | 2.217 | 0.000 | 0.000 | 0.0 | 0.0 | 0.0 | 1 | 10 | 1 |
| 7004 | N | I | 0 | 84.000000 | 71.535714 | 1 | 0 | N | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 98 | 0 | 601 | 0 | 378 | 0 | 0 | 0 | 0 | 0 | 0 | 72 | 34 | 0 | 1 | 0 | 1 | 292168484 | 545495299 | 972389968 | 0 | 0 | 0 | 1140640050 | 547795827 | 305926827 | 0 | 0 | 0 | 0 | 0 | 0 | 20 | NON-PAYMENT | 10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | N | 0 | White | 0 | 0 | N | 1 | 14000 | 0 | N | 0 | 0 | 0 | 0 | 313 | 369 | 899 | 65 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 28 | 46 | 6 | 0 | 0 | 50 | Cricket All_In35 (35N) | 35 | 0 | DISC | Muve Smart (MVADR5) | 0 | 0 | 1 | 0 | Voice Service | 960 | 355 | 254 | 2 | 0 | NP | 97.09 | 0 | 93 | 0 | 0 | 0 | 403 | 591 | 126 | 0 | 0 | 0 | 0 | 0 | 0 | 1.994363e+09 | 0 | 1646 | 1302.851 | 0.0 | 0.0 | 0.0 | 400.334 | 733.101 | 169.416 | 0.000 | 0.000 | 0.000 | 0.0 | 0.0 | 0.0 | 1 | 10 | 1 |
| 7005 | N | I | 0 | 84.000000 | 67.857140 | 0 | 0 | N | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 151 | 0 | 217 | 0 | 32 | 0 | 0 | 0 | 0 | 0 | 0 | 24 | 0 | 0 | 1 | 0 | 1 | 2981939703 | 2823162076 | 407398279 | 0 | 0 | 0 | 2796274782 | 3415677351 | 547925 | 0 | 0 | 0 | 0 | 0 | 0 | 23 | PORT OUT (# ported to other carrier) | 11 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | N | 0 | Hispanic | 0 | 0 | N | 1 | 62000 | 0 | N | 1 | 0 | 0 | 0 | 86 | 83 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 0 | 0 | 5 | 1 | 0 | 0 | 70 | All_In Broadband65 (BBPIA65A) | 65 | 0 | DISC | Muve Smart (MVADR4) | 0 | 0 | 1 | 0 | Voice Service | 73 | 93 | 3 | 3 | 0 | PO | -41.19 | 0 | 65 | 0 | 0 | 0 | 222 | 178 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6.212500e+09 | 0 | 169 | 501.733 | 0.0 | 0.0 | 0.0 | 323.884 | 177.849 | 0.000 | 0.000 | 0.000 | 0.000 | 0.0 | 0.0 | 0.0 | 1 | 10 | 1 |
| 7006 | N | I | 0 | 33.217391 | 39.958333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 68 | 0 | 554 | 0 | 785 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 3 | 0 | 0 | 1 | 282246781 | 2235645005 | 1777947172 | 0 | 0 | 0 | 1244750021 | 1084925707 | 1765169841 | 2243970102 | 370098499 | 1639892 | 0 | 0 | 0 | 20 | NON-PAYMENT | 11 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | N | 0 | African_American | 0 | 0 | N | 1 | 14000 | 0 | N | 1 | 0 | 0 | 0 | 770 | 769 | 927 | 432 | 167 | 0 | 0 | 0 | 0 | 0 | 2 | 23 | 24 | 7 | 1 | 0 | 0 | 50 | Smart (ADR4) | 70 | 0 | DISC | Muve Smart (MVADR5) | 0 | 0 | 1 | 0 | Voice Service | 135 | 352 | 999 | 1 | 0 | NP | 53.26 | 0 | 153 | 0 | 0 | 0 | 542 | 440 | 787 | 564 | 157 | 0 | 0 | 0 | 0 | 6.710554e+09 | 0 | 3065 | 4565.086 | 0.0 | 0.0 | 0.0 | 1391.351 | 738.231 | 1126.268 | 1106.536 | 202.700 | 0.000 | 0.0 | 0.0 | 0.0 | 1 | 10 | 1 |
| 7007 | N | I | 0 | 25.571429 | 29.153846 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 47 | 0 | 487 | 0 | 486 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 1 | 0 | 1 | 63141182 | 469038133 | 237609664 | 0 | 0 | 0 | 688637386 | 201946881 | 471634614 | 115818216 | 8085006 | 0 | 0 | 0 | 0 | 20 | NON-PAYMENT | 11 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | N | 0 | White | 0 | 0 | N | 1 | 35000 | 0 | N | 0 | 0 | 0 | 0 | 1122 | 1342 | 788 | 363 | 74 | 0 | 0 | 0 | 0 | 1 | 1 | 7 | 13 | 4 | 2 | 0 | 0 | 50 | All_In Broadband45 (BBPIA45A) | 45 | 0 | DISC | Smart (ADR5) | 0 | 0 | 1 | 0 | Voice Service | 335 | 796 | 1313 | 1 | 0 | NP | 53.33 | 1 | 125 | 0 | 0 | 0 | 527 | 558 | 478 | 91 | 1 | 0 | 0 | 0 | 0 | 1.486122e+09 | 0 | 3689 | 1663.603 | 0.0 | 0.0 | 0.0 | 488.701 | 626.835 | 458.101 | 89.883 | 0.083 | 0.000 | 0.0 | 0.0 | 0.0 | 1 | 10 | 1 |
| 7008 | N | I | 0 | 84.000000 | 103.384615 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 0 | 95 | 0 | 294 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 3 | 0 | 0 | 0 | 1 | 187316529 | 631784759 | 327165433 | 0 | 0 | 0 | 8095 | 383136544 | 454167951 | 420846631 | 397741751 | 536681 | 0 | 0 | 0 | 20 | NON-PAYMENT | 11 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | N | 0 | Hispanic | 0 | 0 | N | 1 | 14000 | 0 | N | 0 | 0 | 0 | 0 | 0 | 480 | 459 | 146 | 144 | 102 | 0 | 0 | 0 | 0 | 6 | 0 | 13 | 7 | 4 | 0 | 0 | 45 | True Rate $45 | 45 | 0 | DISC | True Rate $45 - No Roam | 0 | 0 | 1 | 1 | Voice Service | 216 | 147 | 437 | 1 | 0 | NP | 48.21 | 0 | 153 | 0 | 0 | 0 | 215 | 337 | 396 | 96 | 41 | 0 | 0 | 0 | 0 | 1.656438e+09 | 0 | 1331 | 2078.567 | 0.0 | 0.0 | 0.0 | 504.834 | 748.899 | 618.334 | 131.284 | 75.216 | 0.000 | 0.0 | 0.0 | 0.0 | 1 | 10 | 1 |
| 7009 | N | I | 0 | 84.000000 | 67.857140 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 265 | 0 | 31 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 4531483 | 26295 | 0 | 0 | 0 | 4557778 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 20 | NON-PAYMENT | 11 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | N | 0 | White | 0 | 0 | N | 1 | 62000 | 0 | N | 1 | 0 | 0 | 0 | 95 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 0 | 0 | 2 | 1 | 0 | 0 | 35 | Cricket All_In35 (35N) | 35 | 0 | DISC | Cricket All_In35 (35N) | 0 | 0 | 1 | 0 | Voice Service | 0 | 90 | 5 | 1 | 0 | NP | 36.00 | 0 | 63 | 0 | 0 | 0 | 296 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4.557778e+06 | 0 | 95 | 507.150 | 0.0 | 0.0 | 0.0 | 507.150 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.0 | 0.0 | 0.0 | 1 | 10 | 1 |
| 7010 | N | A | 0 | 122.583333 | 104.086956 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 20495746 | 11696606 | 1631718 | 1129388 | 740560 | 411868 | 0 | 0 | 0 | 1 | 0 | 11 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | N | 0 | White | 0 | 0 | N | 1 | 17500 | 0 | N | 0 | 0 | 0 | 0 | 892 | 405 | 360 | 729 | 412 | 166 | 0 | 0 | 0 | 0 | 3 | 48 | 46 | 6 | 4 | 0 | 0 | 45 | True Rate $45 | 45 | 0 | ACTIVE | True Rate $45 | 0 | 0 | 1 | 1 | Voice Service | 0 | 0 | 0 | 1 | 0 | 0 | 49.30 | 0 | 153 | 0 | 0 | 0 | 1910 | 1589 | 1531 | 1012 | 1641 | 596 | 0 | 0 | 0 | 3.610589e+07 | 0 | 2964 | 10495.821 | 0.0 | 0.0 | 0.0 | 2573.000 | 1829.719 | 1906.301 | 1217.666 | 2305.568 | 663.567 | 0.0 | 0.0 | 0.0 | 1 | 10 | 1 |
| 7011 | N | I | 0 | 84.000000 | 48.923077 | 0 | 0 | N | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 190 | 0 | 236 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 120 | 8 | 0 | 1 | 0 | 1 | 19998562 | 5346859 | 0 | 0 | 0 | 0 | 25345421 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | CHILD PUNISHMENT | 11 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | N | 0 | White | 0 | 0 | N | 1 | 62000 | 1 | Y | 1 | 0 | 0 | 0 | 1106 | 479 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 13 | 12 | 1 | 0 | 0 | 35 | Muve Smart (MVADR5) | 50 | 0 | 30 DAY | Cricket All_In35 (35N) | 0 | 0 | 1 | 0 | Voice Service | 973 | 612 | 0 | 1 | 0 | 0 | 98.53 | 0 | 48 | 0 | 0 | 0 | 420 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2.534542e+07 | 0 | 1585 | 429.465 | 0.0 | 0.0 | 0.0 | 421.615 | 7.850 | 0.000 | 0.000 | 0.000 | 0.000 | 0.0 | 0.0 | 0.0 | 1 | 10 | 1 |